PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Year: 2009

Article

Model selection by sequentially normalized least squares Jorma Rissanen, Teemu Roos and Petri Myllymäki Article Item availablity restricted. (29 December 2009)
Distributed fading memory for stimulus properties in the primary visual cortex Danko Nikolic, Stefan Häusler, Wolf Singer and Wolfgang Maass Article Item availablity restricted. (22 December 2009)
Online Multi-frame Blind Deconvolution with Super-resolution and Saturation Correction Michael Hirsch, Stefan Harmeling, Suvrit Sra and Bernhard Schölkopf Article Item not available online. (22 December 2009)
A Diffusion Approach to Network Localization yaniv gur and Yosi Keller Article Item not available online. (18 December 2009)
Boosting Classifiers Built from Different Subsets of Features Jean-Christophe Janodet, Marc Sebban and Henri-Maxime Suchier Article Item not available online. (15 December 2009)
Inference and algorithms for sparse Bayesian factor analysis Magnus Rattray, Oliver Stegle, Kevin Sharp and John Winn Article (01 December 2009)
A Complete Theory of Everything (will be Subjective) Marcus Hutter Article (December 2009)
A geometric proof of calibration Shie Mannor and Gilles Stoltz Article (December 2009)
A SOM-based approach to estimating product properties from spectroscopic measurements Francesco Corona, Elia Liitiainen, Amaury Lendasse, Lorenzo Sassu, Stefano Melis and Roberto Baratti Article Item availablity restricted. (December 2009)
A theoretical basis for emergent pattern discrimination in neural systems through slow feature extraction Stefan Klampfl and Wolfgang Maass Article Item not available online. (December 2009)
Adaptive False Discovery Rate Control under Independence and Dependence Gilles Blanchard and Etienne Roquain Article (December 2009)
Compressed Least-Squares Regression Odalric-Ambrym Maillard and Rémi Munos Article (December 2009)
Detecting Abandoned Objects with a Moving Camera Hui Kong, Jean-Yves Audibert and Jean Ponce Article Item not available online. (December 2009)
Efficient data association for view based SLAM using connected dominating sets O Booij, Z Zivkovic and B Krose Article Item availablity restricted. (December 2009)
Efficient Subwindow Search: A Branch and Bound Framework for Object Localization Christoph Lampert, Matthew Blaschko and Thomas Hofmann Article (December 2009)
General road detection from a single image Hui Kong, Jean-Yves Audibert and Jean Ponce Article Item not available online. (December 2009)
Global Stereo Reconstruction under Second-Order Smoothness Priors Oliver Woodford, Philip Torr, Ian Reid and Andrew Fitzgibbon Article (December 2009)
Kernel bandwidth estimation for nonparametric modelling Adrian G Bors and Nikolaos Nasios Article (December 2009)
Machine learning for event selection in high energy physics S. Whiteson and D. Whiteson Article Item not available online. (December 2009)
Novel IPCA-Based Classifiers and Their Application to Spam Filtering A. Rozza, Gabriele Lombardi and E. Casiraghi Article Item not available online. (December 2009)
Now you'll feel it - now you won't: EEG rhythms predict the effectiveness of perceptual masking Ruth Schubert, Stefan Haufe, Felix Blankenburg, Arno Villringer and Gabriel Curio Article Item not available online. (December 2009)
Recovering sparse signals with a certain family of non-convex penalties and DC programming Gilles Gasso, Alain Rakotomamonjy and Stéphane Canu Article (December 2009)
Sensitivity analysis in HMMs with application to likelihood maximization Coquelin Pierre-Arnaud, Deguest Romain and Rémi Munos Article (December 2009)
Structured Prediction by Joint Kernel Support Estimation Christoph Lampert and Matthew Blaschko Article (December 2009)
Visualization and Explanation of Payload-Based Anomaly Detection Konrad Rieck and Pavel Laskov Article (December 2009)
Relevant subtask learning by constrained mixture models Jaakko Peltonen, Yusuf Yaslan and Samuel Kaski Article Item not available online. (28 November 2009)
Regularized Estimation of Large Scale Gene Association Networks using Gaussian Graphical Models Nicole Krämer, Juliane Schäfer and Anne-Laure Boulesteix Article Item not available online. (24 November 2009)
Finding stationary subspaces in multivariate time series Paul von Buenau, Frank C. Meinecke, Franz Kiraly and Klaus-Robert Mueller Article (20 November 2009)
A probabilistic approach to spectral graph matching Yosi Keller and Amir Agozi Article Item not available online. (15 November 2009)
Identifying graph clusters using variational inference and links to covariance parametrization David Barber Article (13 November 2009)
Infinite Factorization of Multiple Non-parametric Views Simon Rogers, Arto Klami, Janne Sinkkonen, Mark Girolami and Samuel Kaski Article Item not available online. (13 November 2009)
Statistical Challenges of High-dimensional Data Iain M. Johnstone and Mike Titterington Article (13 November 2009)
Training parsers by inverse reinforcement learning Gergely Neu and Csaba Szepesvari Article (13 November 2009)
Necessary and sufficient conditions for learning with correction queries Cristina Tirnauca and Satoshi Kobayashi Article Item availablity restricted. (06 November 2009)
A Non-Linear Approach for Completing Missing Values in Temporal Databases Paul Merlin, Antti Sorjamaa, Bertrand Maillet and Amaury Lendasse Article Item availablity restricted. (November 2009)
A Statistical Approach to Material Classification Using Image Patch Exemplars Manik Varma and Andrew Zisserman Article (November 2009)
Adaptive-Resolution Reinforcement Learning with Efficient Exploration in Deterministic Domains Andrey Bernstein and Nahum Shimkin Article (November 2009)
Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation Arno Onken, Steffen Grunewalder, Matthias Munk and Klaus Obermayer Article Item not available online. (November 2009)
Bounded Kernel-Based Online Learning Francesco Orabona, Joseph Keshet and Barbara Caputo Article (November 2009)
Directed Coupling in Local Field Potentials of Macaque V4 during Visual Short-Term Memory revealed by Multivariate Autoregressive Models Gregor Hörzer, Stefanie Liebe, Alois Schlögl, Nikos K. Logothetis and Gregor Rainer Article Item not available online. (November 2009)
Hash Kernels for Structured Data Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola and S V N Vishwanathan Article (November 2009)
Hash Kernels for Structured Data, Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola and Vishy Vishwanathan Article (November 2009)
Improving BCI performance by task-related trial pruning Claudia Sannelli, Mikio braun and Klaus-Robert Müller Article Item not available online. (November 2009)
Methods for estimating neural firing rates, and their application to brain-machine interfaces John Cunningham, V. Gilja, S.I. Ryu and K.V. Shenoy Article Item not available online. (November 2009)
Natural Actor-Critic Algorithms Shalabh Bhatnagar, Richard Sutton, Mohammad Ghavamzadeh and Mark Lee Article Item not available online. (November 2009)
Note on Max Lin-2 above Average R. Crowston, G. Gutin and M. Jones Article (November 2009)
Time Domain Parameters as a feature for EEG-Based Brain Computer Interfaces Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz and Alois Schlögl Article Item not available online. (November 2009)
Gene function prediction from synthetic lethality networks via ranking on demand Christoph Lippert, Zoubin Ghahramani and Karsten Borgwardt Article Item not available online. (30 October 2009)
Distinguishing Cause and Effect via Second Order Exponential Models Dominik / DJ Janzing, Xiaohai / XS Sun and Bernhard / BS Schoelkopf Article Item not available online. (29 October 2009)
Inferring branching pathways in genome-scale metabolic networks Esa Pitkänen, Paula Jouhten and Juho Rousu Article (29 October 2009)
Delving deeper into the whorl of flower segmentation Maria-Elena Nilsback and Andrew Zisserman Article (12 October 2009)
Justifying additive-noise-model based causal discovery via algorithmic information theory Dominik / DJ Janzing and Bastian / BS Steudel Article Item not available online. (09 October 2009)
Stability Analysis of Kernel Canonical Correlation Analysis: Theory and Practice David Hardoon and John Shawe-Taylor Article (08 October 2009)
Expectation Propagation on the Maximum of Correlated Normal Variables Philipp Hennig Article (02 October 2009)
Fast Realistic Multi-Action Recognition using Mined Dense Spatio-temporal Features Andrew Gilbert and Richard Bowden Article (01 October 2009)
Shape-based Active Contours for Fast Video Segmentation Sasan Mahmoodi Article (01 October 2009)
A spiking neuron as information bottleneck Lars Büsing and Wolfgang Maass Article Item not available online. (October 2009)
Adaptive-resolution Reinforcement Learning with efficient exploration in deterministic domains Andrey Bernstein and Nahum Shimkin Article Item not available online. (October 2009)
Can Eyes Reveal Interest? - Implicit Queries from Gaze Patterns Antti Ajanki, David Hardoon, Samuel Kaski, Kai Puolamäki and John Shawe-Taylor Article Item availablity restricted. (October 2009)
Committees of Adaboost Ensembles with modified emphasis functions Vanessa Gómez-Verdejo, Jerónimo Arenas-Garcia and Aníbal R. Figueiras-Vidal Article (October 2009)
Dependencies between stimuli and spatially independent fMRI sources: towards brain correlates of natural stimuli Jarkko Ylipaavalniemi, Eerika Savia, Sanna Malinen, Riitta Hari, Ricardo Vigário and Samuel Kaski Article Item not available online. (October 2009)
Emerging motor behaviors: learning joint coordination in articulated mobile robots Diego E. Pardo, Cecilio Angulo, Sergio del Moral and Andreu Català Article Item not available online. (October 2009)
Improving Text Categorization Bootstrapping via Unsupervised Learning Alfio Gliozzo, Carlo STRAPPARAVA and Ido Dagan Article Item not available online. (October 2009)
Markov Decision Processes with Arbitrarily Varying Rewards Jia Yuan Yu, Shie Mannor and Nahum Shimkin Article (October 2009)
mBPCR: A Package for DNA Copy Number Profile Estimation Paola M.V. Rancoita and Marcus Hutter Article (October 2009)
Modeling and Visualizing uncertainty in gene expression clusters using dirichlet process mixtures Carl Edward Rasmussen, B. J. de la Cruz, Zoubin Ghahramani and D. L. Wild Article Item not available online. (October 2009)
Monocular Pedestrian Detection: Survey and Experiments M. Enzweiler and D.M. Gavrila Article Item not available online. (October 2009)
Nonparametric Bayesian drift estimation for one-dimensional diffusion processes Yvo Pokern, Omiros Papaspiliopoulos, Gareth Roberts and Andrew Stuart Article Item not available online. (October 2009)
Recognizing textual entailment: Rational, evaluation and approaches Ido Dagan, Bill Dolan, Bernardo Magnini and Dan Roth Article Item not available online. (October 2009)
Residual variance estimation in machine learning Elia Liitiainen, Michel Verleysen, Francesco Corona and Amaury Lendasse Article Item availablity restricted. (October 2009)
Variational Bayesian learning of nonlinear hidden state-space models for model predictive control Tapani Raiko and Matti Tornio Article Item not available online. (October 2009)
A multi-agent systems approach to distributed Bayesian information fusion Gregor Pavlin, Patrick de Oude, Marinus Maris, Jan Nunnink and Thomas Hood Article Item not available online. (25 September 2009)
Telling cause from effect based on high-dimensional observations Dominik / DJ Janzing, Patrik / PH Hoyer and Bernhard / BS Schoelkopf Article Item not available online. (24 September 2009)
Accurate discrimination of conserved coding and non-coding regions through multiple indicators of evolutionary dynamics Matteo Re Article (08 September 2009)
Some mathematical refinements concerning error minimization in the genetic code Harry Buhrman, Peter T.S. van der Gulik, Steven M. Kelk, Wouter Koolen and Leen Stougie Article Item not available online. (08 September 2009)
Solving deterministic policy (PO)MPDs using Expectation-Maximisation and Antifreeze David Barber and Tom Furmston Article (07 September 2009)
Computing Atom Mappings for Biochemical Reactions without Subgraph Isomorphism Heinonen Markus, Lappalainen Sampsa, Taneli Mielikäinen and Juho Rousu Article Item availablity restricted. (04 September 2009)
A robust Bayesian two-sample test for detecting intervals of differential gene expression Oliver Stegle, Katherine J. Denby, Emma J. Cooke, David L. Wild, Zoubin Ghahramani and Karsten Borgwardt Article Item availablity restricted. (01 September 2009)
A Monte Carlo AIXI Approximation Joel Veness, Kee Siong Ng, Marcus Hutter and David Silver Article (September 2009)
Bootstrapping Distributional Feature Vector Quality Maayan Geffet and Ido Dagan Article Item not available online. (September 2009)
Cost Sensitive Learning based on Bregman Divergences Raúl Santos-Rodríguez, Alicia Guerrero-Curieses, Rocío Alaiz-Rodríguez and Jesús Cid-Sueiro Article Item availablity restricted. (September 2009)
Multimodal Interactive Transcription of Text Images Alejandro Hector Tosselli, Verónica Romero, Moisés Pastor and Enrique Vidal Article Item not available online. (September 2009)
Neural Prosthetic Systems: Current Problems and Future Directions C.A. Chestek, John Cunningham, V. Gilja, P. Nuyujukian, S.I. Ryu and K.V. Shenoy Article Item not available online. (September 2009)
P³ & Beyond: Move Making Algorithms for Solving Higher Order Functions Pushmeet Kohli, M. Pawan Kumar and Philip Torr Article (September 2009)
The PASCAL Visual Object Classes (VOC) challenge Mark Everingham, Luc Van Gool, Christopher Williams, John Winn and Andrew Zisserman Article (September 2009)
Thermodynamic efficiency of information and heat flow Armen / AA Allahverdyan, Dominik / DJ Janzing and Guenter /GM Mahler Article Item not available online. (September 2009)
A Bayesian regression approach to terrain mapping and an application to legged robot locomotion Christian Plagemann, Sebastian Mischke, Sam Prentice, Kristian Kersting, Nicholas Roy and Wolfram Burgard Article Item not available online. (31 August 2009)
Feature extraction and selection from vibration measurements for structural health monitoring Janne Toivola and Jaakko Hollmen Article Item availablity restricted. (31 August 2009)
Benchmark Data Set for in Silico Prediction of Ames Mutagenicity Katja Hansen, Sebastian Mika, Timon Schröter, Andreas Sutter, Antonius ter Laak, Thomas Steger-Hartmann, Nikolaus Heinrich and Klaus-Robert Müller Article Item availablity restricted. (24 August 2009)
A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization Steven Lemm, Klaus-Robert Müller and Gabriel Curio Article (07 August 2009)
A Four-Gene Expression Signature for Prostate Cancer Cells Consisting of UAP1, PDLIM5, IMPDH2, and HSPD1 Isabelle Guyon, Herb Fritsche, Paul Choppa, Li-Ying Yang and Stephen Barnhill Article (06 August 2009)
R/BHC: Fast bayesian Hierarchical clustering for microarray data R Savage, Katherine Heller, Y Xu, Zoubin Ghahramani, W. M. Truman, M Grant, K. J. Denby and D. L. Wild Article (06 August 2009)
Information, Divergence and Risk for Binary Experiments Mark Reid and Bob Williamson Article (05 August 2009)
Sparse Multiview Methods for Classification of Musical Genre from Magnetoencephalography Recordings Tom Diethe, Gabi Teodoru, Nick Furl and John Shawe-Taylor Article (03 August 2009)
Gaussian Process Regressors for Multiuser Detection in DS-CDMA Systems Fernando Perez-Cruz and Juan Jose Murillo-Fuentes Article (August 2009)
A reward-modulated Hebbian learning rule can explain experimentally observed network reorganization in a brain control task Robert Legenstein, Steven M. Chase, Andrew B. Schwartz and Wolfgang Maass Article Item not available online. (August 2009)
Adaptive Combination of Proportionate Filters for Sparse Echo Cancellation Jerónimo Arenas-Garcia and Aníbal Figueiras-Vidal Article (August 2009)
Augmenting WordNet-based Inference with Argument Mapping Idan Szpektor and Ido Dagan Article (August 2009)
Complexity Based Phrase-Table Filtering for Statistical Machine Translation Nadi Tomeh, Nicola Cancedda and Marc Dymetman Article Item not available online. (August 2009)
Composite Kernel Learning Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy Article Item not available online. (August 2009)
CycSim - an online genome-scale metabolic model simulator and browser, integrated with pathways databases François Le Fèvre, Serge Smidtas, Cyril Combe, Maxime Durot, Florence d'Alché-Buc and Vincent Schächter Article Item not available online. (August 2009)
Directional Distributional Similarity for Lexical Expansion Lili Kotlerman, Ido Dagan, Idan Szpektor and Maayan Geffet Article (August 2009)
Discovering unexpected documents in corpora François Jacquenet and Christine Largeron Article Item not available online. (August 2009)
Fast and Automatic Object Pose Estimation for Range Images on the GPU In Kyu Park, Marcel Germann, Michael D. Breitenstein and Hanspeter Pfister Article Item not available online. (August 2009)
Nonparametric sequential prediction of time series K Bleakley, G Biau, Laszlo Gyorfi and Gyorgy Ottucsak Article Item availablity restricted. (August 2009)
Source-Language Entailment Modeling for Translating Unknown Terms. Shachar Mirkin, Lucia Specia, Nicola Cancedda, Ido Dagan, Marc Dymetman and Idan Szpektor Article Item not available online. (August 2009)
Time-bounded incompressibility of compressible strings and sequences Edgar Daylight, Wouter Koolen and Paul Vitányi Article Item not available online. (August 2009)
Using Multi-view Recognition and Meta-data Annotation to Guide a Robot's Attention Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars and Luc Van Gool Article (August 2009)
A novel method for learning policies from variable constraint data Matthew Howard, Stefan Klanke, Michael Gienger, Christian Goerick and Sethu Vijayakumar Article Item availablity restricted. (30 July 2009)
Mining frequent closed rooted trees José Balcázar, Albert Bifet and Antoni Lozano Article Item not available online. (24 July 2009)
2-local 7/6-competitive algorithm for multicolouring a sub-class of hexagonal graphs Janez Žerovnik and Petra Šparl Article Item not available online. (22 July 2009)
Critical factors in the empirical performance of temporal difference and evolutionary methods for reinforcement learning Shimon Whiteson, Matthew E. Taylor and Peter Stone Article Item not available online. (18 July 2009)
Visualizations for assessing convergence and mixing of Markov chain Monte Carlo simulations Jaakko Peltonen, Jarkko Venna and Samuel Kaski Article Item not available online. (07 July 2009)
Convergence Results for Some Temporal Difference Methods Based on Least Squares Huizhen Yu and Dimitri Bertsekas Article Item not available online. (July 2009)
Discovery of interactive graphs for understanding and searching time-indexed corpora Ilija Subasic and Bettina Berendt Article Item not available online. (July 2009)
Global intensity correction in dynamic scenes P. J. Withagen, K. Schutte and F.C.A. Groen Article Item not available online. (July 2009)
Method of verifying declared identity in optical answer sheets Joseph Levi, Yosef Solewicz, Yael Dvir and Yisca Steinberg Article Item not available online. (July 2009)
Object localisation using the Generative Template of Features Moray Allan and Christopher Williams Article (July 2009)
Open Problems in Universal Induction and Intelligence Marcus Hutter Article (July 2009)
Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem mikhail zaslavskiy, Marc Dymetman and Nicola Cancedda Article Item not available online. (July 2009)
Self-Adaptive Utility-Based Web Session Management. Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres Article Item not available online. (July 2009)
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent Antoine Bordes, Leon Bottou and Patrick Gallinari Article (July 2009)
The frequency spectrum of finite samples from the intermittent silence process Ramon Ferrer-i-Cancho and Ricard Gavaldà Article Item not available online. (July 2009)
A simple iterative algorithm for parsimonious binary kernel Fisher discrimination Robert F. Harrison and Kitsuchart Pasupa Article Item not available online. (30 June 2009)
Analyzing the U.S. Senate in 2003: Similarities, Clusters, and Blocs Aleks Jakulin, Wray Buntine, Timothy La Pira and Holly Brasher Article (30 June 2009)
The Entire Quantile Path of a Risk-Agnostic SVM Classifier Jin Yu, Vishwanathan S.V.N. and Jian Zhang Article (19 June 2009)
Analyzing Movement Trajectories Using a Markov Bi-Clustering Method Keren Erez, Jacob Goldberger, Ronen Sosnik, Moshe Shemesh and Moshe Abeles Article Item availablity restricted. (12 June 2009)
The infinite HMM for unsupervised PoS tagging Jurgen van Gael, Andreas Vlachos and Zoubin Ghahramani Article (06 June 2009)
A Machine Learning Approach for Material Detection in Hyperspectral Images Raphaël Marée, Benjamin Stevens, Pierre Geurts, Yves Guern and Philippe Mack Article Item not available online. (June 2009)
Approximate Bayesian methods for kernel-based object tracking Zoran Zivkovic, Ali Taylan Cemgil and Ben Kröse Article Item not available online. (June 2009)
Bit-Interleaved Coded Modulation Revisited: A Mismatched Decoding Perspective Alfonso Martinez, A. Guillén i Fàbregas, G. Caire and F.M.J. Willems Article Item not available online. (June 2009)
Class-Specific Hough Forests for Object Detection Juergen Gall and Victor Lempitsky Article Item not available online. (June 2009)
Convergent message passing algorithms - a unifying view Talya Meltzer, Amir Globerson and Yair Weiss Article (June 2009)
Convexifying the Bethe Free Energy Ofer Meshi, Ariel Jaimovich, Amir Globerson and Nir Friedman Article (June 2009)
Generalization Bounds for Learning the Kernel Yiming Ying and Colin Campbell Article Item not available online. (June 2009)
How wrong can we get? A review of machine learning approaches and error bars. Anton Schwaighofer, Timon Schröter, Sebastian Mika and Gilles Blanchard Article Item not available online. (June 2009)
Learning graph matching Tiberio Caetano, Julian McAuley, Li Cheng, Quoc Le and Alex Smola Article (June 2009)
Minimax policies for adversarial and stochastic bandits Jean-Yves Audibert and Sébastien Bubeck Article (June 2009)
Perturbation Corrections in Approximate Inference: Mixture Modelling Applications Ulrich Paquet, Ole Winther and Manfred Opper Article Item not available online. (June 2009)
Recognizing Indoor Scenes Ariadna Quattoni and Antonio Torralba Article (June 2009)
SAR Image Labeling with Hierarchical Markov Aspect Models Dengxin Dai, Yang Wen and William Triggs Article (June 2009)
Simulating Events of Unknown Probabilities via Reverse Time Martingales. Krzystof \L atuszy\'nski, K., Ioannis Kosmidis, Omiros Papaspiliopoulos and Gareth Roberts Article Item not available online. (June 2009)
PCSIM: a parallel simulation environment for neural circuits fully integrated with Python Dejan Pecevski, Thomas Natschläger and Klaus Schuch Article Item not available online. (22 May 2009)
BiasCorrection of Regression Models: A Case Study on hERG Inhibition Katja Hansen, Fabian Rathke, Timon Schröter, Georg Rast, Thomas Fox, Jan M. Kriegl and Sebastian Mika Article Item not available online. (12 May 2009)
Estimating the accuracy of satellite ephemerides using the bootstrap method Josselin Desmars, Sylvain Arlot, Jean-Eudes Arlot, Valery Lainey and Alain Vienne Article Item availablity restricted. (03 May 2009)
A Feature Selection Methodology for Steganalysis Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten and Olli Simula Article Item availablity restricted. (May 2009)
An appearance-based visual compass for mobile robots J. Sturm and A. Visser Article Item not available online. (May 2009)
Authorship Attribution in the Wild Moshe Koppel, Jonathan Schler and Shlomo Argamon Article (May 2009)
Detecting Triangle Inequality Violations in Internet Coordinate Systems by Supervised Learning Yongjun Liao, Mohamed Ali Kaafar, Bamba Gueye, François Cantin, Pierre Geurts and Guy Leduc Article Item not available online. (May 2009)
Genre classification using chords and stochastic language models Carlos Pérez-Sancho, David Rizo and José Iñesta Article Item availablity restricted. (May 2009)
Large-SNR Error Probability Analysis of BICM with Uniform Interleaving in Fading Channels Alfonso Martinez and A. Guillén i Fàbregas Article Item not available online. (May 2009)
Projected Equation Methods for Approximate Solution of Large Linear Systems Dimitri Bertsekas and Huizhen Yu Article Item not available online. (May 2009)
Robust Higher Order Potentials for Enforcing Label Consistency Pushmeet Kohli, Lubor Ladicky and Philip Torr Article (May 2009)
Securing IMS against Novel Threats Stefan Wahl, Konrad Rieck, Pavel Laskov, Peter Domschitz and Klaus-Robert Müller Article Item not available online. (May 2009)
Tracking experts that learn by evolving past posteriors Wouter Koolen and Tim Erven, van Article Item not available online. (May 2009)
Past-future information bottleneck in dynamical systems Felix Creutzig, Amir Globerson and Naftali Tishby Article Item availablity restricted. (27 April 2009)
Shape-from-recognition: Recognition enables meta-data transfer Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars and Luc Van Gool Article (08 April 2009)
Audio-Visual Group Recognition using Diffusion Maps Yosi Keller, stephane lafon, ronald coifman and steven zucker Article Item not available online. (04 April 2009)
Reproducibility of tract segmentation between sessions using an unsupervised modelling-based approach Jonathan D. Clayden, Amos Storkey, Susanna Munoz Maniega and Mark E. Bastin Article Item not available online. (01 April 2009)
ALT '07 Special Issue Marcus Hutter and R.A. Servedio Article (April 2009)
Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance Alberto Piatti, Marco Zaffalon, Fabio Trojani and Marcus Hutter Article (April 2009)
Mining probabilistic automata: a statistical view of sequential pattern mining Stéphanie Jacquemont, François Jacquenet and Marc Sebban Article Item not available online. (April 2009)
Sentence Compression as Tree Transduction Trevor Cohn and Mirella Lapata Article (April 2009)
Taking the bite out of automatic naming of characters in TV video Mark Everingham, Josef Sivic and Andrew Zisserman Article (April 2009)
Determining membrane permeability of giant phospholipid vesicles from a series of videomicroscopy images Gašper Jaklic, Tomaž Pisanski and Primož Peterlin Article Item not available online. (27 March 2009)
Efficient high order matching Yosi Keller and Michael Chertok Article Item not available online. (16 March 2009)
Evaluating methods for computer-assisted stemmatology using artificial benchmark data sets Teemu Roos and Tuomas Heikkilä Article Item availablity restricted. (14 March 2009)
Gaussian Process Dynamic Programming Marc Deisenroth, Carl Edward Rasmussen and Jan Peters Article (13 March 2009)
DISTILLER: a data integration framework to reveal condition dependency of complex regulons in Escherichia coli Karen Lemmens, Tijl De Bie, Thomas Dhollander, Sigrid De Keersmaecker, Inge Thijs, Geert Schoofs, Ami De Weerdt, Bart De Moor, Jozef Vanderleyden, Julio Collado-Vides, Kristof Engelen and Kathleen Marchal Article Item not available online. (06 March 2009)
The Minimum Information Principle and its Application to Neural Code Analysis Amir Globerson, Eran Stark, Eilon Vaadia and Naftali Tishby Article Item availablity restricted. (03 March 2009)
A new approach to collaborative filtering: operator estimation with spectral regularization Jacob Abernethy, Francis Bach, Theodoros Evgeniou and Jean-Philippe Vert Article (March 2009)
Delayed Feedback Control Requires an Internal Forward Model Dmitry Volkinshtein and Ron Meir Article (March 2009)
Estimation of linear non-Gaussian acyclic models for latent factors Shohei Shimizu, Patrik Hoyer and Aapo Hyvärinen Article (March 2009)
Exact Non-Parametric Bayesian Inference on Infinite Trees Marcus Hutter Article (March 2009)
Factored Sequence Kernels Nicola Cancedda and Pierre Mahé Article Item not available online. (March 2009)
Nieme: Large-Scale Energy-Based Models francis maes Article (March 2009)
Reliable Steganalysis Using a Minimum Set of Samples and Features Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten and Olli Simula Article Item availablity restricted. (March 2009)
Statistical approaches to computer-assisted translation S. Barrachina, O. Bender, Francisco Casacuberta, Jorge Civera, E. Cubel, S. Khadivi, A. Lagarda, H. Ney, J. Toms and Enrique Vidal Article Item not available online. (March 2009)
The Condition-Dependent Transcriptional Network in Escherichia coli Karen Lemmens, Tijl De Bie, Thomas Dhollander, Pieter Monsieurs, Bart De Moor, Julio Collado-Vides, Kristof Engelen and Kathleen Marchal Article Item not available online. (March 2009)
Using a similarity measure for credible classification Mine Subasi, Ersoy Subasi, Martin Anthony and Peter Hammer Article Item not available online. (March 2009)
Practical solution techniques for first-order MDPs Scott Sanner and Craig Boutilier Article Item not available online. (25 February 2009)
Custom-Designed SVM Kernels for Improved Robustness of Phoneme Classification Jibran Yousafzai, Zoran Cvetkovic and Peter Sollich Article (23 February 2009)
Robust Phoneme Classification: Exploiting The Adaptability of Acoustic Waveform Models Matthew Ager, Zoran Cvetkovic and Peter Sollich Article (23 February 2009)
Improving Shape retrieval by Spectral Matching and Meta Similarity Yosi Keller and Amir Agozi Article Item not available online. (15 February 2009)
An improved methodology for filling missing values in spatiotemporal climate data set Antti Sorjamaa, Amaury Lendasse, Yves Cornet and Eric Deleersnijder Article Item availablity restricted. (12 February 2009)
Distilling the wisdom of crowds: weighted aggregation of decisions on multiple issues Eyal Baharad, Jacob Goldberger, Moshe Koppel and Shmuel Nitzan Article (12 February 2009)
Sparse regression learning by aggregation and Langevin Monte-Carlo A. Dalalyan and A.B. Tsybakov Article Item not available online. (12 February 2009)
A Simple Alternative Derivation of the Expectation Correction Algorithm David Barber and Bertrand Mesot Article (February 2009)
Automatically Profiling the Author of an Anonymous Text Shlomo Argamon, Moshe Koppel, James Pennebaker and Jonathan Schler Article Item not available online. (February 2009)
Carbon nanotubes might improve neuronal performance by favouring electrical shortcuts Giada Cellot, Emanuele Cilia, Vladimir Rancic, Antonietta Sucapane, Silvia Giordani, Luca Gambazzi, Henry Markram, Micaela Grandolfo, Denis Scaini, Fabrizio Gelain, Loredana Casalis, Maurizio Prato, Michele Giugliano and Laura Ballerini Article Item availablity restricted. (February 2009)
CSM-SD: Methodology for contrast set mining through subgroup discovery Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić Article Item not available online. (February 2009)
Data-driven Calibration of Penalties for Least-Squares Regression Sylvain Arlot and Pascal Massart Article Item not available online. (February 2009)
Detecting conserved coding genomic regions through signal processing of nucleotide substitution patterns. Matteo Re and Giulio Pavesi Article (February 2009)
ERS, une plate-forme bibliométrique Emilie Samuel and Colin de la Higuera Article Item not available online. (February 2009)
Estimation and Model Selection for an IDE-Based Spatio-Temporal Model Kenneth Scerri, Michael Dewar and visakan kadirkamanathan Article Item not available online. (February 2009)
Fast multi-class image annotation with random windows and multiple output randomized trees Marie Dumont, Raphaël Marée, Louis Wehenkel and Pierre Geurts Article (February 2009)
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Caveats on Bayesian Derivations of NML Probabilities: A Comment on Karabatsos and Walker (2006) Peter Grünwald and Daniel Navarro Article Item not available online. (2009)
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Classification-based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation Ali Sharhrokni, Tom Drummond, Francois Fleuret and Pascal Fua Article Item not available online. (2009)
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Directional Distributional Similarity for Lexical Expansion Lili Kotlerman Article Item not available online. (2009)
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Etude comparée des performances de SVM multi-classes en prédiction de la structure secondaire des protéines Yann Guermeur Article Item availablity restricted. (2009)
Evaluation methods for topic models Hanna M Wallach, Iain Murray, Ruslan Salakhutdinov and David Mimno Article Item not available online. (2009)
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Factored Sequence Kernels Nicola Cancedda and Pierre Mahe' Article Item availablity restricted. (2009)
Factorial mixture of Gaussians and the marginal independence model Ricardo Silva and Zoubin Ghahramani Article Item not available online. (2009)
Falsificationism and Statistical Learning Theory: Comparing the Popper and Vapnik-Chervonenkis Dimensions D. Corfield, B. Schölkopf and V. Vapnik Article (2009)
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Fuzzy ensemble clustering based on random projections for DNA microarray data analysis Roberto Avogadri and Giorgio Valentini Article Item availablity restricted. (2009)
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity. Byron M Yu, John P Cunningham, Gopal Santhanam, Stephen I Ryu, Krishna V Shenoy and Maneesh Sahani Article Item not available online. (2009)
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity B.M. Yu, John Cunningham, G. Santhanam, A. Afshar, S.I. Ryu, Maneesh Sahani and K.V. Shenoy Article Item not available online. (2009)
gBoost: A mathematical programming approach to graph classification and regression Hiroto Saigo, Sebastian Nowozin, Tadashi Kadowaki, Taku Kudo and Koji Tsuda Article (2009)
Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes Kian Ming Chai Article (2009)
Generalized clustering via kernel embeddings Stefanie Jegelka, Arthur Gretton, Bernhard Schölkopf, Barath Sriperumbudur and Ulrike v. Luxburg Article Item not available online. (2009)
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Graph kernels based on tree patterns for molecules Pierre Mahé and Jean-Philippe Vert Article Item not available online. (2009)
Graph matching using the interference of continuous-time quantum walks David Emms, Richard Wilson and Edwin Hancock Article Item not available online. (2009)
Graphical representation of proteins as four-color maps and their numerical characterization Tomaž Pisanski, Milan Randić, Ketij Mehulić, Damir Vukičević, Dražen Vikić Topić and Dejan Plavšić Article Item not available online. (2009)
GridR: An R-based tool for scientific data analysis in grid environments Dennis Wegener, Thierry Sengstag, Stelios Sfakianakis, Stefan Rüping and Anthony Assi Article Item availablity restricted. (2009)
Growth of edge-homogeneous tessellations Tomaž Pisanski, Stephen Graves and Mark E. Watkins Article Item not available online. (2009)
Hamilton cycles and paths in vertex-transitive graphs - current directions Dragan Marušič and Klavdija Kutnar Article Item not available online. (2009)
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Hamilton cycles in graph bundles over a cycle with tree as a fibre. Tomaž Pisanski and Janez Žerovnik Article Item not available online. (2009)
Hamiltonian cycles in cubic Cayley graphs : the (2, 4k, 3) case Dragan Marušič, Klavdija Kutnar and Henry Glover Article Item not available online. (2009)
How to optimize sample in active learning : Dispersion, an optimum criterion for classification ? Benoit Gandar, Gaelle Loosli and Guillaume Deffuant Article Item not available online. (2009)
Human interaction for high quality machine translation. Francisco Casacuberta, Jorge Civera, E. Cubel, A.L. Lagarda, G. Lapalme, E. Macklovitch and Enrique Vidal Article Item not available online. (2009)
Hybrid Stochastic-Adversarial On-line Learning Alessandro Lazaric and Rémi Munos Article (2009)
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Inferring Textual Entailment with a Probabistically Sound Calculus Stefan Harmeling, Michael Hirsch, Suvrit Sra and Bernhard Schölkopf Article (2009)
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Initial results of a high-speed spatial auditory BCI Martijn Schreuder, Michael Tangermann and Benjamin Blankertz Article (2009)
Interconnection networks for parallel molecular dynamics simulation based on hamiltonian cubic symmetric topology Dragan Marušič, Klavdija Kutnar, Urban Borštnik and Dušanka Janežič Article Item not available online. (2009)
Internal representation of the environment in cognitive robotics Cecilio Angulo, Ricardo A. Téllez and Diego E. Pardo Article Item not available online. (2009)
Joint Nonlinear Channel Equalization and Soft LDPC Decoding with Gaussian Processes Pablo Olmos, Juan Jose Murillo-Fuentes and Fernando Perez-Cruz Article (2009)
Kernel Methods for Detecting the Direction of Time Series Jonas Peters, Dominik Janzing and Arthur Gretton Article (2009)
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Latent grouping models for user preference prediction Eerika Savia, Kai Puolamäki and Samuel Kaski Article Item not available online. (2009)
Learning Color Names for Real-World Applications Joost van de Weijer, Cordelia Schmid, Jakob Verbeek and Diane Larlus Article Item not available online. (2009)
Learning from multi-level behaviours in agent-based simulations: A Systems Biology application Chih-Chun Chen and David Hardoon Article Item not available online. (2009)
Learning Rotational Features for Filament Detection German Gonzalez, Francois Fleuret and Pascal Fua Article Item not available online. (2009)
Learning Social Tag Relevance by Neighbor Voting Xirong Li, Cees G.M. Snoek and Marcel Worring Article Item not available online. (2009)
Learning with incomplete information in the Committee Machine Urs M Bergmann, Reimer Kuehn and Ion O Stamatescu Article (2009)
Maschinelles Lernen zur Genom-Sequenzanalyse Sören Sonnenburg Article Item not available online. (2009)
Material-Specific Adaptation of Color Invariant Features Gertjan J. Burghouts and Jan-Mark Geusebroek Article Item not available online. (2009)
MCMC methods for Bayesian mixtures of copulas Ricardo Silva and Robert Gramacy Article Item not available online. (2009)
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mGene: A Novel Discriminative Gene Finding System Gabriele Schweikert, Georg Zeller, Alexander Zien, Jonas Behr, Cheng Soon Ong, Petra Philips, Anja Bohlen, Sören Sonnenburg and Gunnar Raetsch Article Item not available online. (2009)
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Monte Carlo maximum likelihood estimation for discretely observed diffusion processes Omiros Papaspiliopoulos, Gareth Roberts and Alex Beskos Article Item not available online. (2009)
Multi-layer Boosting for Pattern Recognition Francois Fleuret Article Item not available online. (2009)
Multi-person visual focus of attention from head pose and meeting contextual cues Sileye Ba and Jean-Marc Odobez Article (2009)
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On Verifiable Sufficient Conditions for Sparse Signal Recovery via l_1 Minimization A. Juditsky and A. Nemirovski Article (2009)
One-matching bi-Cayley graphs over abelian groups Dragan Marušič, Aleksander Malnič, István Kovács and Štefko Miklavčič Article Item not available online. (2009)
Online Learning of Robust Object Detectors During Unstable Tracking Zdenek Kalal, Jiri Matas and Krystian Mikolajczyk Article (2009)
Optimal Constraint-based Decision Tree Induction from Itemset Lattices Elisa Fromont and Siegfried Nijssen Article Item not available online. (2009)
Optimal construction of k-nearest neibhbor graphs for identifying noisy clusters Markus Maier, Matthias HEIN and Ulrike v. Luxburg Article Item not available online. (2009)
Optimal permutation routing on hexagonal networks. Maja Rotovnik, Jurij Šilc and Janez Žerovnik Article Item not available online. (2009)
Optimal robust expensive optimization is tractable Philippe Rolet, Olivier Teytaud and Michele Sebag Article Item not available online. (2009)
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization Vojtech Franc and Sören Sonnenburg Article (2009)
Optimum Algorithm to Minimize Human Interactions in Sequential Computer Assisted Pattern Recognition Jose Oncina Article (2009)
P-N Learning: Bootstrapping Binary Classifiers by Structural Constraints Zdenek Kalal, Jiri Matas and Krystian Mikolajczyk Article (2009)
PAC-Bayesian Generalization Bound for Density Estimation with Application to Co-clustering. Yevgeny Seldin and Naftali Tishby Article (2009)
Pattern Recognition with a Bayesian Kernel Combination Machine Theodoros Damoulas and Mark Girolami Article Item not available online. (2009)
Performance Evaluation of Local Colour Invariants Gertjan J. Burghouts and Jan-Mark Geusebroek Article Item not available online. (2009)
Personalizing Web Directories with the aid of Web Usage Data Dimitris Pierrakos and Georgios Paliouras Article Item not available online. (2009)
Piecewise Training for Structured Prediction Charles Sutton and Andrew McCallum Article (2009)
Playing pinball with non-invasive BCI Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre and Klaus-Robert Müller Article Item not available online. (2009)
Practicing fast-decision BCI using a ``goalkeeper'' paradigm Lenny Ramsey, Michael Tangermann, Stefan Haufe and Benjamin Blankertz Article (2009)
Precise eye and mouth localization Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori Article Item not available online. (2009)
Predicting and understanding the stability of G-quadruplexes Oliver Stegle, Linda Payet, Jean-Louis Mergny, David J.C. MacKay and Julian L. Huppert Article Item not available online. (2009)
Predicting BCI Performance to Study BCI Illiteracy Thorsten Dickhaus, Claudia Sannelli, Klaus-Robert Müller, Gabriel Curio and Benjamin Blankertz Article (2009)
Predicting the past: memory-based copyist and author discrimination in medieval epics Mike Kestemont and Karina Van Dalen-Oskam Article (2009)
Prediction of Clinical Conditions after Coronary Bypass Surgery using Dynamic Data Analysis Kristien Van Loon, Fabian Guiza, Geert Meyfroidt, Jean-Marie Aerts, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe, Greet Van den Berghe and Daniel Berckmans Article Item not available online. (2009)
Prediction of hot spot residues at protein-protein interfaces by combining machine learning and energy-based methods Stefano Lise, Cedric Archambeau, Massimiliano Pontil and David Jones Article Item not available online. (2009)
Prediction with the SVM using test point margins Sureyya Ozogur-Akyuz, Zakria Hussain and John Shawe-Taylor Article Item not available online. (2009)
Predictive models for music Jean-Francois Paiement, Yves Grandvalet and Samy Bengio Article Item not available online. (2009)
Probabilistic analysis of probe reliability in differential gene expression studies with short oligonucleotide arrays Leo Lahti, Laura L. Elo, Tero Aittokallio and Samuel Kaski Article Item not available online. (2009)
Probabilistic relaxation labelling using the Fokker-Planck equation Hongfang Wang and Edwin Hancock Article Item not available online. (2009)
Probabilistic retrieval and visualization of biologically relevant microarray experiments José Caldas, Nils Gehlenborg, Ali Faisal, Alvis Brazma and Samuel Kaski Article Item not available online. (2009)
Protein functional class prediction with a combined graph Hyunjung Shin, Koji Tsuda and Bernhard Schölkopf Article Item not available online. (2009)
Prototype Classification: Insights from Machine Learning A.B.A. Graf, O. Bousquet, G. Rätsch and B. Schölkopf Article (2009)
Pure Exploration in Multi-armed Bandits Problems Sébastien Bubeck, Rémi Munos and Gilles Stoltz Article Item not available online. (2009)
R/BHC:Fast Bayesian Hierarchical Clustering for Microarray Data R.S. Savage, Katherine Heller, Yang Xu, Zoubin Ghahramani, W.M. Truman, M. Grant, K.J. Denby and David Wild Article (2009)
Randomization techniques for graphs Sami Hanhijärvi, Gemma Garriga and Kai Puolamäki Article (2009)
Reinforcement learning algorithms for MDPs Csaba Szepesvari Article Item not available online. (2009)
Reliable Steganalysis Using a Minimum Set of Samples and Features Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten and Olli Simula Article Item availablity restricted. (2009)
Residual Variance Estimation in Machine Learning Elia Liitiäinen, Michel Verleysen, Francesco Corona and Amaury Lendasse Article Item availablity restricted. (2009)
RevRank: A Fully Unsupervised Algorithm for Selecting the Most Helpful Book Reviews Yosef Solewicz and Ari Rappoport Article (2009)
Robust common spatial filters with a maxmin approach Motoaki Kawanabe, Carmen Vidaurre, Simon Scholler, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2009)
Scale Invariance and Noise in Natural Images Daniel Zoran and Yair Weiss Article (2009)
Semi-Supervised Learning in Gigantic Image Collections Rob Fergus, Yair Weiss and Antonio Torralba Article (2009)
Shape-Based Object Localization for Descriptive Classification Geremy Heitz, Gal Elidan, Ben Packer and Daphne Koller Article (2009)
Spectra of Modular Random Graphs Guler Ergun and Reimer Kuehn Article (2009)
Statistical approaches to computer-assisted translation S. Barrachina, O. Bender, Francisco Casacuberta, Jorge Civera, E. Cubel, S. Khadivi, A. Lagarda, H. Ney, J. Tomás and Enrique Vidal Article Item not available online. (2009)
Stochastic Approximation approach to Stochastic Programming A. Juditsky, G. Lan, A. Nemirovski and A. Shapiro Article Item not available online. (2009)
Strongly regular tri-Cayley graphs. Dragan Marušič, Klavdija Kutnar, Štefko Miklavčič and Primož Šparl Article Item not available online. (2009)
Structured Prediction by Joint Kernel Support Estimation Christoph Lampert and Matthew Blaschko Article (2009)
Structured prediction with reinforcement learning Francis maes, Ludovic Denoyer and Patrick Gallinari Article Item not available online. (2009)
Subject-independent mental state classification in single trials Siamac Fazli, Florin Popescu, Marton Danoczy, Benjamin Blankertz, Klaus-Robert Müller and Cristian Grozea Article (2009)
Supervised learning with decision tree-based methods in computational and systems biology Pierre Geurts, Alexandre Irrthum and Louis Wehenkel Article Item not available online. (2009)
Switching Regulatory Models of Cellular Stress Response. Guido Sanguinetti, Andreas Ruttor and Manfred Opper Article Item not available online. (2009)
Tailored graph ensembles as proxies or null models for real networks I: tools for quantifying structure Alessia Annibale, Anthony (Ton) C C Coolen, Luis Fernandes, Franca Fraternali and Jens Kleinjung Article (2009)
Tell me something I don't know: Randomization strategies for iterative data mining Sami Hanhijärvi, Markus Ojala, Niko Vuokko, Kai Puolamäki, Nikolaj Tatti and Heikki Mannila Article Item not available online. (2009)
The "Tree-Dependent Components" of Natural Images are Edge Filters Daniel Zoran and Yair Weiss Article (2009)
The computational intelligence of MoGo revealed in Taiwan's computer-Go tournaments. Chang-Shing Lee, Mei-Hui Wang, Guillaume Chaslot, Jean-Baptiste Hoock, Arpad Rimmel, Olivier Teytaud, Shang-Rong Tsai, Shun-Chin Hsu and Tzung-Pei Hong Article (2009)
The DICS repository: module-assisted analysis of disease-related gene lists Sabine Dietmann, Elisabeth Georgii, Alexey Antonov, Koji Tsuda and Hans-Werner Mewes Article Item not available online. (2009)
The dilation coefficient of complete graphs Boris Horvat, Tomaž Pisanski and Arjana Žitnik Article Item not available online. (2009)
The edge fault-diameter of Cartesian graph bundles. Iztok Banič, Rija Erveš and Janez Žerovnik Article Item not available online. (2009)
The Gaussian Process Density Sampler Ryan Adams, Iain Murray and David MacKay Article (2009)
The hidden life of latent variables: Bayesian learning with mixed graph models Ricardo Silva and Zoubin Ghahramani Article Item not available online. (2009)
The Infinite Partially Observable Markov Decision Process Finale Doshi Article (2009)
The likelihood ratio test for general mixture models with possibly unknown structural parameter. Elisabeth Gassiat, J.-M. Azais and C. Mercadier Article (2009)
The strongly distance-balanced property og the generalized Petersen graphs Dragan Marušič, Aleksander Malnič, Klavdija Kutnar and Štefko Miklavčič Article Item not available online. (2009)
The Variational Gaussian Approximation Revisited Manfred Opper and Cedric Archambeau Article Item availablity restricted. (2009)
The Variational Gaussian Approximation Revisited. Manfred Opper and Cedric Archambeau Article (2009)
There are no pure relational widht 2 problems Victor Dalmau Article Item not available online. (2009)
Time domain parameters as a feature for EEG-based brain computer interfaces Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz and Alois Schlögl Article Item not available online. (2009)
Time series modeling by a regression approach based on a latent process Faicel Chamroukhi, Allou Samé, Gérard Govaert and Patrice Aknin Article Item not available online. (2009)
Towards a cure for BCI illiteracy: Machine-learning based co-adaptive learning Benjamin Blankertz and Carmen Vidaurre Article Item not available online. (2009)
Towards a cure for BCI illiteracy: Machine-learning based co-adaptive learning Carmen Vidaurre and Benjamin Blankertz Article Item not available online. (2009)
Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques M. Hofmann, B. Pichler, B. Schölkopf and T. Beyer Article (2009)
Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques M. Hofmann, B. Pichler, B. Schölkopf and T. Beyer Article (2009)
Tractable Nonparametric Bayesian Inference in Poisson Processes with Gaussian Process Intensities Ryan Adams, Iain Murray and David MacKay Article (2009)
Tractable nonparametric Bayesian inference in Poisson processes with Gaussian process intensities Ryan Adams, Iain Murray and David MacKay Article Item not available online. (2009)
Training parsers by inverse reinforcement learning G Neu and Csaba Szepesvari Article Item not available online. (2009)
True Path Rule Hierarchical Ensembles Giorgio Valentini Article (2009)
Two-Way Analysis of High-Dimensional Collinear Data Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Oresic and Samuel Kaski Article Item not available online. (2009)
Two-way grouping by one-way topic models Eerika Savia, Kai Puolamäki and Samuel Kaski Article Item not available online. (2009)
Understanding and Evaluating Blind Deconvolution Algorithms Anat Levin, Yair Weiss, Fredo Durand and William T. Freeman Article (2009)
Unsupervised Object Discovery: A Comparison Tinne Tuytelaars, Christoph Lampert, Matthew Blaschko and Wray Buntine Article (2009)
Using a similarity measure for credible classification Mine Subasi, Ersoy Subasi, Martin Anthony and Peter Hammer Article Item not available online. (2009)
Using data compressors to construct order tests for homogeneity and component independence Daniil Ryabko and Juergen Schmidhuber Article Item not available online. (2009)
Variable selection for Clustering with Gaussian Mixture Models Cathy Maugis, Gilles Celeux and Martin-Magniette Marie-Laure Article Item not available online. (2009)
Variational Bayes for estimating the parameters of a hidden Potts model Clare Anne McGrory, Mike Titterington, Rob Reeves and Anthony Pettitt Article (2009)
Virtual screening with support vector machines and structure kernels Pierre Mahé and Jean-Philippe Vert Article Item not available online. (2009)

Book

Advances in Neural Information Processing Systems 22 Book Item not available online. (December 2009)
Natural Image Statistics: A probabilistic approach to early computational vision Aapo Hyvärinen, Jarmo Hurri and Patrik Hoyer Book Item not available online. (04 June 2009)
Second Conference of Artificial General Intelligence Ben Goertzel, Pascal Hitzler and Marcus Hutter Book (March 2009)
Mathematical Modelling of Enzymatic Reactions: Simulation and Parameter Estimation by Genetic Algorithm Sureyya Ozogur Book Item not available online. (26 February 2009)
Learning Machine Translation Book Item not available online. (February 2009)
Recent Advances in Reinforcement Learning Book Item not available online. (February 2009)
Learning Machine Translation Book Item not available online. (2009)
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery Book Item not available online. (2009)
Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation Dotan Di Castro, Dmitry Volkinshtein and Ron Meir Book (2009)

Book Section

Total Least Squares Methods I Markovsky, D Sima and S Van Huffel Book Section (31 December 2009)
Feature construction for memory-based semantic role labeling of Catalan and Spanish Roser Morante and Antal Van den Bosch Book Section Item not available online. (December 2009)
Hierarchical generative biclustering for microRNA expression analysis José Caldas and Samuel Kaski Book Section Item not available online. (December 2009)
Inferring Object Relevance from Gaze in Dynamic Scenes Melih Kandemir, Veli-Matti Saarinen and Samuel Kaski Book Section Item not available online. (December 2009)
Consistent interpretation of image sequences to improve object models on the fly Johann Prankl, Martin Antenreiter, Peter Auer and Markus Vincze Book Section Item availablity restricted. (October 2009)
Machine Learning Methods for Automatic Image Colorization Guillaume Charpiat, Ilja Bezrukov, Matthias Hofmann, Yasemin Altun and Bernhard Scholkopf Book Section (October 2009)
Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter Hilbers, Timo Honkela, Erkki Oja and Amaury Lendasse Book Section Item availablity restricted. (September 2009)
Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems Alberto Guillen, Antti Sorjamaa, Gines Rubio, Amaury Lendasse and Ignacio Rojas Book Section Item availablity restricted. (September 2009)
Efficient Multi-start Strategies for Local Search Algorithms Levente Kocsis and Andras Gyorgy Book Section Item not available online. (28 August 2009)
Regularized Fitted Q-iteration for Planning in Continuous-Space Markovian Decision Problems Amir-massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvari and Shie Mannor Book Section (13 August 2009)
A methodological framework for Monte Carlo probabilistic inference for diffusion processes. Omiros Papaspiliopoulos Book Section (05 August 2009)
A practical guide to model selection Isabelle Guyon Book Section (August 2009)
Performance of auctions and sealed bids Erol Gelenbe and Laszlo Gyorfi Book Section Item not available online. (06 July 2009)
Quadratic programming and learning. Large size and parsimony Gaelle Loosli and Stéphane Canu Book Section Item not available online. (July 2009)
Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin and Amaury Lendasse Book Section Item availablity restricted. (04 June 2009)
A stochastic memoizer for sequence data Frank Wood, Cedric Archambeau, Jan Gasthaus, Lancelot James and Yee Whye Teh Book Section (June 2009)
Detecting the bias in media with statistical learning methods Blaz Fortuna, Carolina Galleguillos and Nello Cristianini Book Section Item not available online. (June 2009)
Efficient Parallel Feature Selection for Steganography Problems Alberto Guillen, Antti Sorjamaa, Yoan Miche, Amaury Lendasse and Ignacio Rojas Book Section Item availablity restricted. (June 2009)
RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks Fernando Mateo, Dusan Sovilj, Rafael Gadea and Amaury Lendasse Book Section Item availablity restricted. (June 2009)
Text clustering with mixture of von Mises-Fisher distributions A, Banerjee, I. S. Dhillon, J. Ghosh and Suvrit Sra Book Section Item not available online. (June 2009)
Using a spatio-temporal reasoning system to improve object models on the fly Martin Antenreiter, Johann Prankl, Markus Vincze and Peter Auer Book Section Item availablity restricted. (May 2009)
Ensemble Learning Gavin Brown Book Section (01 March 2009)
Morpho Challenge evaluation by information retrieval Mikko Kurimo, Mathias Creutz and Matti Varjokallio Book Section Item not available online. (01 March 2009)
Overview of Morpho Challenge 2008 Mikko Kurimo, Ville Turunen and Matti Varjokallio Book Section Item not available online. (01 March 2009)
Visual Attention, Speaking Activity, and Group Conversational Analysis in Multi-Sensor Environments Daniel Gatica-Perez and Jean-Marc Odobez Book Section (March 2009)
Hierarchical Bayesian Nonparametric Models with Applications Yee Whye Teh and Michael Jordan Book Section Item not available online. (14 February 2009)
A Statistical Machine Translation Primer Nicola Cancedda, Marc Dymetman, George Foster and Cyril Goutte Book Section Item not available online. (February 2009)
A Statistical Machine Translation Primer Nicola Cancedda, Marc Dymetman, Cyril Goutte and George Foster Book Section Item not available online. (February 2009)
Kernel-based machine translation Zhuoran Wang and John Shawe-Taylor Book Section Item not available online. (February 2009)
Linguistically Enriched Word-Sequence Kernels for Discriminative Language Modeling Pierre Mahe' and Nicola Cancedda Book Section Item not available online. (February 2009)
Large Margin Methods for Part of Speech Tagging Yasemin Altun Book Section (January 2009)
When training and test sets are different: characterising learning transfer Amos Storkey Book Section Item not available online. (January 2009)
Exploring the link between bolstered classification error and dataset complexity for gene expression based cancer classification Oleg Okun, Giorgio Valentini and H. Priisalu Book Section (2009)
Prediction of gene function using ensembles of SVMs and heterogeneous data sources Matteo Re and Giorgio Valentini Book Section (2009)
Unsupervised stability-based ensembles to discover reliable structures in complex bio-molecular data Alberto Bertoni and Giorgio Valentini Book Section Item availablity restricted. (2009)
2D Human Pose Estimation in TV Shows Vittorio Ferrari, Manuel Marin-Jimenez and Andrew Zisserman Book Section (2009)
A Block Model Suitable for Sparse Graphs Juuso Parkkinen, Janne Sinkkonen, Adam Gyenge and Samuel Kaski Book Section Item not available online. (2009)
A dynamical-system analysis of the optimum $s$-gradient algorithm L Pronzato, Henry Wynn and A Zhigljavsky Book Section Item not available online. (2009)
A Statistical Learning Perspective of Genetic Programming Merve Amil, Nicolas Bredeche, Christian Gagné, Sylvain Gelly, Marc Schoenauer and Olivier Teytaud Book Section (2009)
Adaptive methods in BCI research -- an introductory tutorial Alois Schlögl, Carmen Vidaurre and Klaus-Robert Müller Book Section Item not available online. (2009)
An Analysis of Generalization Error in Relevant Subtask Learning Keisuke Yamazaki and Samuel Kaski Book Section Item not available online. (2009)
An introduction to kernel learning algorithms P.V. Gehler and B. Schölkopf Book Section Item not available online. (2009)
Approximate inference for stochastic reaction processes. Andreas Ruttor, Guido Sanguinetti and Manfred Opper Book Section (2009)
Bayes nets of time series: stochastic realizations and projections Henry Wynn, P.E. Caines and R. Deardon Book Section Item not available online. (2009)
Bayesian Solutions to the Label Switching Problem Kai Puolamäki and Samuel Kaski Book Section (2009)
Bivariate dependence orderings for unordered categorical variables A Giovagnoli, J Marzialetti and Henry Wynn Book Section Item not available online. (2009)
Bringing Evolutionary Computation to Industrial Applications with GUIDE Luis DaCosta and Marc Schoenauer Book Section (2009)
Clustered Multi-Task Learning: A Convex Formulation Laurent Jacob, Francis Bach and Jean-Philippe Vert Book Section Item not available online. (2009)
Collaboration at the Basis of Sharing Focused Information: the Opportunistic Networks bruno apolloni, simone bassis, gianpaolo roassi and gianluca galliani Book Section Item not available online. (2009)
Comparing early and late data fusion methods for gene function prediction Matteo Re and Giorgio Valentini Book Section Item not available online. (2009)
Complexity versus Agreement for Many Views Odalric-Ambrym Maillard and Nicolas Vayatis Book Section (2009)
Covariate Shift by Kernel Mean Matching A. Gretton, A.J. Smola, J. Huang, M. Schmittfull, K.M. Borgwardt and B. Schölkopf Book Section Item not available online. (2009)
Data Integration and Opportunities in Biological XML Data Management M. Mesiti, E. J. Ruiz, I. Sanz, R. Berlanga, Giorgio Valentini, P. Perlasca and D. Manset Book Section Item not available online. (2009)
Data Integration and Opportunities in Biological XML Data Management M. Mesiti, E.J. Ruiz, I. Sanz, R. Berlanga, Giorgio Valentini, P. Perlasca and D. Manset Book Section (2009)
Delaunay tessellation and topological regression: An application to estimating product properties Francesco Corona, Elia Liitiainen, Amaury Lendasse, Roberto Baratti and Lorenzo Sassu Book Section Item not available online. (2009)
Dependency detection with similarity constraints Leo Lahti, Samuel Myllykangas, Sakari Knuutila and Samuel Kaski Book Section Item not available online. (2009)
Dependent Dirichlet Process Spike Sorting Jan Gasthaus, Frank Wood, Dilan Gorur and Yee Whye Teh Book Section Item not available online. (2009)
Detecting mental states by machine learning techniques: The Berlin Brain-Computer Interface Benjamin Blankertz, Michael Tangermann, Carmen Vidaurre, Thorsten Dickhaus, Claudia Sanelli, Florin Popescu, Siamac Fazli, Marton Danoczy, Gabriel Curio and Klaus-Robert Müller Book Section Item not available online. (2009)
Discriminant Analysis Gilles Celeux Book Section Item not available online. (2009)
Divide-And-Evolve Facing State-of-the-art Temporal Planners during the 6th International Planning Competition Jacques Bibaï, Marc Schoenauer and Pierre Savéant Book Section (2009)
Domination Analysis in Combinatorial Optimization Gregory Gutin Book Section (2009)
Ensemble based Data Fusion for Gene Function Prediction Matteo Re and Giorgio Valentini Book Section Item availablity restricted. (2009)
Estimating vector fields using sparse basis field expansions Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Book Section (2009)
Evolution de robots autonomes et autres créatures artificielles Nicolas Bredeche Book Section Item not available online. (2009)
Evolving Specific Network Statistical Properties using a Gene Regulatory Network Model Miguel Nicolau and Marc Schoenauer Book Section (2009)
Experimental Comparisons of Derivative Free Optimization Algorithms Anne Auger, Nikolaus Hansen, Jorge Perez Zerpa, Raymond Ros and Marc Schoenauer Book Section (2009)
Frequent Partial Orders Antti Ukkonen Book Section Item not available online. (2009)
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity. Byron M Yu, John P Cunningham, Gopal Santhanam, Stephen I Ryu, Krishna V Shenoy and Maneesh Sahani Book Section (2009)
Group Lasso with Overlaps and Graph Lasso laurent jacob, Guillaume Obozinski and Jean-Philippe Vert Book Section (2009)
High-level feature extraction using SVM with walk-based graph kernel Jean-Philippe Vert, Tomoko Matsui, Shin'ichi Satoh and Yuji Uchiyama Book Section Item not available online. (2009)
Kernel Methods in Medical Imaging G. Charpiat, M. Hofmann and B. Schölkopf Book Section Item not available online. (2009)
Kernel Multivariate Analysis in Remote Sensing Feature Extraction Jerónimo Arenas-Garcia and Kaare B. Petersen Book Section Item availablity restricted. (2009)
Learning hierarchical compositional representations of object structure Marko Boben, Sanja Fidler and Aleš Leonardis Book Section Item availablity restricted. (2009)
Misleading learners: Co-opting your spam filter Blaine Nelson, Marco Barreno, Fuching Jack Chi, Anthony D. Joseph, Benjamin I. P. Rubinstein, Udam Saina, Charles Sutton, J. D. Tygar and Kai Xai Book Section (2009)
Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Book Section (2009)
Occlusive components analysis J Lücke, Richard Turner, Maneesh Sahani and M Henniges Book Section (2009)
On certain graph theory application Dragan Marušič and Klavdija Kutnar Book Section Item not available online. (2009)
On constructing threshold networks for pattern classification Martin Anthony Book Section Item not available online. (2009)
Planning and Moving in Dynamic Environments - A Statistical Machine Learning Approach. S Vijayakumar, M Toussaint, G Petkos and M Howard Book Section (2009)
Processing of Information Microgranules within an Individuals' Society bruno apolloni, simone bassis and antonio zippo Book Section Item not available online. (2009)
Prostate Cancer Classification using Multispectral Imagery and Meta Heuristics Muhammad Tahir, Ahmed Bouridane and M.A. Roula Book Section Item not available online. (2009)
Reconstruction of biological networks by supervised machine learning approaches Jean-Philippe Vert Book Section Item not available online. (2009)
Representing graphs and maps Tomaž Pisanski and Arjana Žitnik Book Section Item not available online. (2009)
Self-Organizing Maps Samuel Kaski Book Section Item not available online. (2009)
Semantics-based analysis and navigation of heterogeneous text corpora: the Porpoise news and blogs engine Bettina Berendt and Daniel Trümper Book Section Item not available online. (2009)
Some topics in graph theory. Dragan Marušič and Klavdija Kutnar Book Section Item not available online. (2009)
Statistical Learning Theory: Models, Concepts and Results Bernhard Schölkopf and Ulrike v. Luxburg Book Section Item not available online. (2009)
Studying convergence of gradient algorithms via optimal experimental design theory R Haycroft, L Pronzato, Henry Wynn and A Zhigljavsky Book Section Item not available online. (2009)
The neighbors voting algorithm and its applications Gabriele Lombardi, E. Casiraghi and P. Campadelli Book Section Item not available online. (2009)
Traveling Salesman Problem Gregory Gutin Book Section (2009)
True Path Rule Hierarchical Ensembles Giorgio Valentini Book Section Item availablity restricted. (2009)
Unsupervised stability-based ensembles to discover reliable structures in complex bio-molecular data Alberto Bertoni and Giorgio Valentini Book Section (2009)
Validation of a morphogenesis model of Drosophila early development by a multi-objective evolutionary optimization algorithm Rui Dilao, Daniele Muraro, Miguel Nicolau and Marc Schoenauer Book Section (2009)
White Functionals for Anomaly Detection in Dynamical Systems Marco Cuturi, Jean-Philippe Vert and Alexandre D'Aspremont Book Section (2009)

Conference or Workshop Item

Spectral Clustering and Feature Selection for Microarray Data Darío García-García and Raúl Santos-Rodríguez Conference or Workshop Item Item availablity restricted. (15 December 2009)
Sequence Segmentation via Clustering of Subsequences Darío García-García, Emilio Parrado-Hernández and Fernando Díaz-de-María Conference or Workshop Item Item availablity restricted. (14 December 2009)
Learning Deep Neural Networks for High Dimensional Output Problems Benjamin Labbe, Romain Herault and Clement Chatelain Conference or Workshop Item Item not available online. (13 December 2009)
Adaptive Sequential Bayesian Change Point Detection Ryan Turner, Yunus Saatci and Carl Edward Rasmussen Conference or Workshop Item (12 December 2009)
Conjugate Projective Limits Peter Orbanz Conference or Workshop Item Item not available online. (12 December 2009)
Leveraging Sequence Classification by Taxonomy-based Multitask Learning Christian Widmer, Jose Leiva-Murillo, Yasemin Altun and Gunnar Raetsch Conference or Workshop Item Item not available online. (12 December 2009)
Model-Based Clustering and Segmentation of Sequences Darío García-García, Emilio Parrado-Hernández and Fernando Díaz-de-María Conference or Workshop Item Item availablity restricted. (12 December 2009)
Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries Shengbo Guo and Scott Sanner Conference or Workshop Item (12 December 2009)
System Identification in Gaussian Process Dynamical Systems Ryan Turner, Marc Deisenroth and Carl Edward Rasmussen Conference or Workshop Item (12 December 2009)
Application of Lexical Topic Models to Protein Interaction Sentence Prediction Tamara Polajnar and Mark Girolami Conference or Workshop Item (11 December 2009)
Author disambiguation: a nonparametric topic and co-authorship model Andrew Dai and Amos Storkey Conference or Workshop Item (11 December 2009)
Focused Topic Models Sinead Williamson, Chong Wang, Katherine Heller and David Blei Conference or Workshop Item Item not available online. (11 December 2009)
Hybrid model of Conditional Random Field and Support Vector Machine Qinfeng Shi, Mark Reid and Tiberio Caetano Conference or Workshop Item (11 December 2009)
Image Ranking with Eye Movements Kitsuchart Pasupa, Sandor Szedmak and David Hardoon Conference or Workshop Item Item not available online. (11 December 2009)
Regression for Large Datasets using an Ensemble of GPU-accelerated ELMs Mark van Heeswijk, Yoan Miche, Erkki Oja and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (11 December 2009)
Scalable Hierarchical Multitask Learning in Sequence Biology Christian Widmer, Jose Leiva-Murillo, Yasemin Altun and Gunnar Raetsch Conference or Workshop Item (11 December 2009)
Using PCA for Probabilistic Grammatical Inference on Trees François Denis, Raphael Bailly, Edouard Gilbert and Amaury Habrard Conference or Workshop Item Item availablity restricted. (11 December 2009)
Geodesic trajectory generation on learnt skill manifolds Ioannis Havoutis and Subramanian Ramamoorthy Conference or Workshop Item Item not available online. (07 December 2009)
Latent Spaces for Dynamic Movement Primitives Sebastian Bitzer and Sethu Vijayakumar Conference or Workshop Item (07 December 2009)
Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries Shengbo Guo and Scott Sanner Conference or Workshop Item (07 December 2009)
A Gaussian Tree Approximation for Integer Least-Squares Jacob Goldberger and Amir Leshem Conference or Workshop Item (06 December 2009)
Asymptotically optimal regularization in smooth parametric models Percy Liang, Francis Bach, Guillaume Bouchard and Michael Jordan Conference or Workshop Item (06 December 2009)
Convex Non-Negative Matrix Factorization in the Wild Christian Thurau, Kristian Kersting and Christian Bauckhage Conference or Workshop Item Item not available online. (06 December 2009)
Convex Non-negative Matrix Factorization in the Wild Christian Thurau, Kristian Kersting and Christian Bauckhage Conference or Workshop Item Item not available online. (06 December 2009)
Distribution Matching for Transduction Novi Quadrianto, James Petterson and Alex Smola Conference or Workshop Item (06 December 2009)
Exponential Family Graph Matching and Ranking James Petterson, Tiberio Caetano, Julian McAuley and Jin Yu Conference or Workshop Item (06 December 2009)
Stacked Gaussian Process Learning Marion Neumann, Kristian Kersting, Zhao Xu and Daniel Schulz Conference or Workshop Item Item not available online. (06 December 2009)
Estimating Likelihoods for Topic Models Wray Buntine Conference or Workshop Item (03 December 2009)
Inducing Synchronous Grammars with Slice Sampling Phil Blunsom and Trevor Cohn Conference or Workshop Item Item not available online. (01 December 2009)
Portable compiler optimization across embedded programs and microarchitectures using machine learning. Christophe Dubach, Timothy M. Jones, Edwin Bonilla, Grigori Fursin and Michael F.P. O’Boyle Conference or Workshop Item (01 December 2009)
A general projection property for distribution families Y Yu, Y Li, Csaba Szepesvari and D Schuurmans Conference or Workshop Item Item not available online. (December 2009)
A PAC-Bayesian Approach to Formulation of Clustering Objectives Yevgeny Seldin and Naftali Tishby Conference or Workshop Item (December 2009)
Analysis of SVM with indefinite kernels Yiming Ying, Colin Campbell and Mark Girolami Conference or Workshop Item Item not available online. (December 2009)
Convergent temporal-difference learning with arbitrary smooth function approximation H Maei, Csaba Szepesvari, S Bhathnagar, D Silver, D Precup and R Sutton Conference or Workshop Item Item not available online. (December 2009)
Convex relaxation of mixture regression with efficient algorithms Novi Quadrianto, Tiberio Caetano, John Lim and Dale Schuurmans Conference or Workshop Item (December 2009)
Data-driven calibration of linear estimators with minimal penalties Sylvain Arlot and Francis Bach Conference or Workshop Item (December 2009)
Discrete MDL Predicts in Total Variation Marcus Hutter Conference or Workshop Item (December 2009)
Distribution matching for transduction Novi Quadrianto, James Petterson and Alex Smola Conference or Workshop Item (December 2009)
ECON: a Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approximation Manuel Loth, Philippe Preux, Samuel Delepoulle and Christophe Renaud Conference or Workshop Item Item not available online. (December 2009)
Improving unsegmented dialogue turns annotation with n-gram transducers. Carlos David Martínez-Hinarejos, Vicent Tamarit and José Miguel Benedí Conference or Workshop Item Item not available online. (December 2009)
Inter-domain Gaussian processes for sparse inference using inducing features Miguel Lazaro-Gredilla and Aníbal R. Figueiras-Vidal Conference or Workshop Item (December 2009)
Kernel conditional quantile estimation via reduction revisited Novi Quadrianto, Kristian Kersting, Mark Reid, Tiberio Caetano and Wray Buntine Conference or Workshop Item Item availablity restricted. (December 2009)
Large Scale Non-parametric Inference: Data Parallelisation in the Indian Buffet Process Finale Doshi, David Knowles, Shakir Mohamed and Zoubin Ghahramani Conference or Workshop Item (December 2009)
Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization Massih Amini, Nicolas Usunier and Cyril Goutte Conference or Workshop Item (December 2009)
Metric Entropy and Gaussian Bandits Steffen Grunewalder, Jean-Yves Audibert, Manfred Opper and John Shawe-Taylor Conference or Workshop Item Item not available online. (December 2009)
Multi-task Learning for Brain-Computer Interfaces Morteza Alamgir, Moritz Grosse-Wentrup and Yasemin Altun Conference or Workshop Item (December 2009)
Semi-Supervised Learning via Generalized Maximum Entropy Ayse Naz Erkan and Yasemin Altun Conference or Workshop Item (December 2009)
Sparse Metric Learning via Smooth Optimization Yiming Ying, Kaizhu Huang and Colin Campbell Conference or Workshop Item Item not available online. (December 2009)
Stacked Gaussian Process Learning Marion Neumann, Kristian Kersting, Zhao Xu and Daniel Schulz Conference or Workshop Item Item not available online. (December 2009)
Tree based ensemble models regularization by convex optimization Bertrand Conrélusse, Pierre Geurts and Louis Wehenkel Conference or Workshop Item (December 2009)
Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation Luo Jie, Barbara Caputo and Vittorio Ferrari Conference or Workshop Item (December 2009)
Level Set Gait Analysis for Synthesis and Reconstruction Sasan Mahmoodi Conference or Workshop Item (30 November 2009)
Fast visual hull and stereo matching on CUDA Mykyta Fastovets, Jean-Yves Guillemaut and Adrian Hilton Conference or Workshop Item (13 November 2009)
A SPATIALLY AWARE GENERATIVE MODEL FOR IMAGE CLASSIFICATION, TOPIC DISCOVERY AND SEGMENTATION Iván Gonzalez-Diaz, Darío García-García and Fernando Díaz-de-María Conference or Workshop Item Item availablity restricted. (08 November 2009)
State-Space Inference and Learning with Gaussian Processes Ryan Turner, Marc Deisenroth and Carl Edward Rasmussen Conference or Workshop Item Item availablity restricted. (05 November 2009)
Improving Adaptive Bagging Methods for Evolving Data Streams Albert Bifet, Geoff Holmes, Bernhard Pfahringer and Ricard Gavaldà Conference or Workshop Item Item not available online. (03 November 2009)
Learning Constrained Edit State Machines Laurent Boyer, Olivier Gandrillon, Amaury Habrard, Mathilde Pellerin and Marc Sebban Conference or Workshop Item Item not available online. (02 November 2009)
EDITS: An Open Source Framework for Recognizing Textual Entailment Mehdad Mehdad, Negri Matteo, Cabrio Elena, Kouylekov Milen and Bernardo Magnini Conference or Workshop Item (November 2009)
Active Learning for Network Intrusion Detection Nico Görnitz, Marius Kloft, Konrad Rieck and Ulf Brefeld Conference or Workshop Item (November 2009)
Adaptation from partially supervised handwritten text transcriptions. Nicolás Serrano, Daniel Pérez, Alberto Sanchis and Alfons Juan Conference or Workshop Item Item not available online. (November 2009)
Association mapping of traits over time using Gaussian processes Oliver Stegle and Karsten Borgwardt Conference or Workshop Item Item not available online. (November 2009)
Discovering Group Nonverbal Conversational Patterns with Topics Dinesh Babu Jayagopi and Daniel Gatica-Perez Conference or Workshop Item Item availablity restricted. (November 2009)
GaZIR: gaze-based zooming interface for image retrieval Laszlo Kozma, Arto Klami and Samuel Kaski Conference or Workshop Item Item availablity restricted. (November 2009)
Improved Adaptive Filtering Schemes via Adaptive Combination Jerónimo Arenas-Garcia, Luis Azpicueta-Ruiz and Aníbal R. Figueiras-Vidal Conference or Workshop Item Item availablity restricted. (November 2009)
Kernel Partial Least Squares is Universally Consistent Gilles Blanchard and Nicole Krämer Conference or Workshop Item (November 2009)
Kernels and learning curves for Gaussian process regression on random graphs Peter Sollich, Matthew Urry and Camille Coti Conference or Workshop Item Item not available online. (November 2009)
Learning and Predicting Multimodal Daily Life Patterns from Cell Phones Katayoun Farrahi and Daniel Gatica-Perez Conference or Workshop Item Item availablity restricted. (November 2009)
Learning Large Margin Likelihood for Realtime Head Pose Tracking elisa ricci and Jean-Marc Odobez Conference or Workshop Item (November 2009)
Matching 2-D Ellipses to 3-D Circles with Application to Vehicle Pose Estimation Marcus Hutter, Nathan Brewer and Ahmed Rakib Conference or Workshop Item (November 2009)
PicSOM Experiments in TRECVID 2009 Mats Sjöberg, Ville Viitaniemi, Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (November 2009)
Variational methods for Reinforcement Learning David Barber and Tom Furmston Conference or Workshop Item Item not available online. (November 2009)
Note Onset Detection Using One Semitone Filter-Bank For MIREX 2009 Antonio Pertusa and José Iñesta Conference or Workshop Item (28 October 2009)
Stepwise variable selection using nonparametric multiple comparisons - On optimal channel configurations for SMR-based brain-computer interfaces Claudia Sannelli, Thorsten Dickhaus, Sebastian Halder, Eva Hammer, Klaus-Robert Müller and Benjamin Blankertz Conference or Workshop Item Item not available online. (06 October 2009)
Learning to Rank Images from Eye Movements Kitsuchart Pasupa, Craig Saunders, Sandor Szedmak, Arto Klami, Samuel Kaski and Steve Gunn Conference or Workshop Item Item not available online. (04 October 2009)
Player Modeling for Intelligent Difficulty Adjustment Olana Missura and Thomas Gaertner Conference or Workshop Item Item not available online. (03 October 2009)
An Algebraic Perspective on Boolean Function Learning Ricard Gavaldà and Denis Thérien Conference or Workshop Item Item not available online. (02 October 2009)
Effects of daily temperature and photosynthetic production on growth variation of Scots pine in northern Finland Pekka Nöjd, Mikko Korpela, Jaakko Hollmen, Harri Mäkinen, Mika Sulkava and Pertti Hari Conference or Workshop Item Item not available online. (01 October 2009)
Ensemble of state-of-the-art methods for polyphonic music comparison David Rizo, Kjell Lemström and José Iñesta Conference or Workshop Item (01 October 2009)
metamidi: a tool for automatic metadata extraction from MIDI files Tomás Pérez-García and José Iñesta Conference or Workshop Item (01 October 2009)
Associative Hierarchical CRFs for Object Class Image Segmentation Lubor Ladicky, Chris Russell, Pushmeet Kohli and Philip Torr Conference or Workshop Item (October 2009)
Canonical Horn Representations and Query Learning Marta Arias and José Balcázar Conference or Workshop Item (October 2009)
CONTEXTUALIZED VISUALIZATION OF ONTOLOGIES AND ONTOLOGY NETWORKS Bostjan Pajntar, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2009)
ENRYCHER – SERVICE ORIENTED TEXT ENRICHMENT Tadej Stajner, Delia Rusu, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (October 2009)
Feature-Centric Efficient Subwindow Search Alain Lehmann, Bastian Leibe and Luc Van Gool Conference or Workshop Item Item not available online. (October 2009)
Flickr Hypergroups Radu Negoescu, Brett Adams, Dinh Phung, Svetha Venkatesh and Daniel Gatica-Perez Conference or Workshop Item Item availablity restricted. (October 2009)
Hunting Nessie -- Real-Time Abnormality Detection from Webcams Michael D. Breitenstein, Helmut Grabner and Luc Van Gool Conference or Workshop Item Item not available online. (October 2009)
Improved Semantic Graphs with Word Sense Disambiguation Delia Rusu, Blaz Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2009)
Learning and Domain Adaptation Yishay Mansour Conference or Workshop Item (October 2009)
Learning event templates on news articles Mitja Trampus and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2009)
Probabilistic Temporal Process Model for Knowledge Processes: Handling a Stream of Linked Text Marko Grobelnik, Dunja Mladenić and Jure Ferlez Conference or Workshop Item Item not available online. (October 2009)
Robust Constraint-consistent Learning Matthew Howard, Stefan Klanke, Michael Gienger, Christian Goerick and Sethu Vijayakumar Conference or Workshop Item Item availablity restricted. (October 2009)
Robust Tracking-by-Detection using a Detector Confidence Particle Filter Michael D. Breitenstein, Fabian Reichlin, Bastian Leibe, Esther Koller-Meier and Luc Van Gool Conference or Workshop Item Item not available online. (October 2009)
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Topic Models for Scene Analysis and Abnormality Detection Jagan Varadarajan and Jean-Marc Odobez Conference or Workshop Item (October 2009)
Visual Analysis of Documents with Semantic Graphs Delia Rusu, Blaz Fortuna, Dunja Mladenić, Marko Grobelnik and Ruben Sipoš Conference or Workshop Item Item not available online. (October 2009)
Visual Category Recognition Using Spectral Regression and Kernel Discriminant Analysis Muhammad Tahir, Josef Kittler, Fei Yan, Krystian Mikolajczyk, K.E.A. van de Sande and T Gevers Conference or Workshop Item Item not available online. (October 2009)
Wireless Access Network Selection Enabled by Semantic Technologies Carolina Fortuna, B. Ivan, Luka Bradesko, Blaz Fortuna and M. Mohorcic Conference or Workshop Item Item not available online. (October 2009)
Overview and results of Morpho Challenge 2009 Mikko Kurimo, Sami Virpioja, Ville Turunen, Graeme Blackwood and William Byrne Conference or Workshop Item Item not available online. (30 September 2009)
Combining discriminative appearance and segmentation cues for articulated human pose estimation Sam Johnson and Mark Everingham Conference or Workshop Item (28 September 2009)
Large Margin Classifiers Based on Convex Class Models Hakan Cevikalp and William Triggs Conference or Workshop Item Item not available online. (27 September 2009)
Discriminative Maximum Margin Image Object Categorization with Exact Inference Qinfeng Shi, Li Cheng, Luping Zhou and Dale Schuurmans Conference or Workshop Item (23 September 2009)
Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities Karina Valdivia Delgado, Scott Sanner, Leliane Nunes de Barros and Fabio G. Cozman Conference or Workshop Item Item not available online. (18 September 2009)
Gait Sequence Synthesis and Reconstruction Muayed Al-Huseiny, Sasan Mahmoodi and Mark Nixon Conference or Workshop Item (11 September 2009)
Effective visually-derived Wiener filtering for audio-visual speech processing Ibrahim Almajai and Ben Milner Conference or Workshop Item Item not available online. (10 September 2009)
Cost-sensitive learning based on Bregman divergences (ECML09 slides) Raúl Santos-Rodríguez and Jesus Cid-Sueiro Conference or Workshop Item (09 September 2009)
Deformation-aware Log-Linear Models Tobias Gass, Thomas Deselaers and Hermann Ney Conference or Workshop Item (09 September 2009)
A probabilistic approach to melodic similarity Jose F. Bernabeu, Jorge Calera-Rubio, José Iñesta and David Rizo Conference or Workshop Item (07 September 2009)
Combining Classifiers for Improved Multilabel Image Classification Martin Antenreiter, Ronald Ortner and Peter Auer Conference or Workshop Item Item not available online. (07 September 2009)
Discovering Patterns in Flows: a Privacy Preserving Approach with the ACSM Prototype Stéphanie Jacquemont, François Jacquenet and Marc Sebban Conference or Workshop Item Item not available online. (07 September 2009)
Hierarchical Image-Region Labeling via Structured Learning Julian McAuley, Teofilo de Campos, Gabriela Csurka and Florent Perronin Conference or Workshop Item (07 September 2009)
Identifying Mathematical Models of the Mechanically Ventilated Lung Using Equation Discovery Steven Ganzert, Knut Moeller, Stefan Kramer, Kristian Kersting and Josef Guttmann Conference or Workshop Item Item not available online. (07 September 2009)
Learning Preferences with Hidden Common Cause Relations Kristian Kersting and Zhao Xu Conference or Workshop Item Item not available online. (07 September 2009)
Log-Linear Mixtures for Object Recognition Tobias Weyand, Thomas Deselaers and Hermann Ney Conference or Workshop Item (07 September 2009)
Statistical relational learning for supervised gene regulatory network inference Céline Brouard, Julie Dubois, Christel Vrain, Marie-Anne Debily and Florence d'Alché-Buc Conference or Workshop Item Item not available online. (05 September 2009)
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Binary Principal Component Analysis in the Netflix Collaborative Filtering Task Laszlo Kozma, Alexander Ilin and Tapani Raiko Conference or Workshop Item Item not available online. (02 September 2009)
Making Archetypal Analysis Practical Christian Bauckhage and Christian Thurau Conference or Workshop Item Item not available online. (02 September 2009)
Regression Based Non-frontal Face Synthesis for Improved Identity Verification Yongkang Wong, Conrad Sanderson and Brian C. Lovell Conference or Workshop Item Item not available online. (02 September 2009)
Decoding by Dynamic Chunking for Statistical Machine Translation Sirvan Yahyaei and Christof Monz Conference or Workshop Item (01 September 2009)
On the statistical estimation of Rényi entropies Elia Liitiainen, Amaury Lendasse and Francesco Corona Conference or Workshop Item Item availablity restricted. (01 September 2009)
A 3-D assisted generative model for facial texture super-resolution Pouria Mortazavian, Josef Kittler and William Christmas Conference or Workshop Item (September 2009)
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A Transient Analysis for the Convex Combination of Adaptive Filters Vítor H. Nascimento, Magno T. M. Silva and Jerónimo Arenas-Garcia Conference or Workshop Item (September 2009)
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An Intelligent Agent that Autonomously Learns how to Translate Marco Turchi, Tijl De Bie and Nello Cristianini Conference or Workshop Item Item not available online. (September 2009)
Better appearance models for pictorial structures Marcin Eichner and Vittorio Ferrari Conference or Workshop Item (September 2009)
Combining Appearance and Structure from Motion Features for Road Scene Understanding Paul Sturgess, Karteek Alahari, Lubor Ladicky and Philip Torr Conference or Workshop Item Item not available online. (September 2009)
Combining Classifiers for Improved Multilabel Image Classification Martin Antenreiter, Ronald Ortner and Peter Auer Conference or Workshop Item (September 2009)
Computable Bayesian Compression for Uniformly Discretizable Statistical Models Lukasz Debowski Conference or Workshop Item Item not available online. (September 2009)
Confidence Measures for Error Correction in Interactive Transcription of Handwritten Text L. Tarazón, D. Pérez, Nicolás Serrano, V. Alabau, O. Ramos Terrades, Alberto Sanchis and Alfons Juan Conference or Workshop Item Item not available online. (September 2009)
Constructing information networks from textual documents Matjaz Jursic, Nada Lavrac, Igor Mozetic, Vid Podpecan and Hannu Toivonen Conference or Workshop Item Item not available online. (September 2009)
Decision Rule-based Algorithm for Ordinal Classification based on Rank Loss Minimization Wojciech Kotlowski Conference or Workshop Item Item not available online. (September 2009)
Discovering Temporal Patterns of Differential Gene Expression in Microarray Time Series Oliver Stegle, Katherine J. Denby, Stuart McHattie, Andrew Mead, David Wild, Zoubin Ghahramani and Karsten Borgwardt Conference or Workshop Item (September 2009)
Dynamic Partitioned Sampling For Tracking With Discriminative Features Stefan Duffner, Jean-Marc Odobez and elisa ricci Conference or Workshop Item (September 2009)
Efficient Discriminative Learning of Parts-based Models M. Pawan Kumar, Philip Torr and Andrew Zisserman Conference or Workshop Item (September 2009)
Efficient Multi-Start Strategies for Local Search Algorithms Levente Kocsis and Andras Gyorgy Conference or Workshop Item Item not available online. (September 2009)
Efficient Reinforcement Learning for Motor Control Marc Deisenroth and Carl Edward Rasmussen Conference or Workshop Item (September 2009)
Embedded Bernoulli Mixture HMMs for Continuous Handwritten Text Recognition Alfons Juan and Adrià Giménez Conference or Workshop Item Item not available online. (September 2009)
Enhanced Web Page Content Visualization with Firefox Lorand Dali, Delia Rusu and Dunja Mladenić Conference or Workshop Item Item not available online. (September 2009)
Enhancing Audio Speech using Visual Speech Features Ibrahim Almajai and Ben Milner Conference or Workshop Item Item not available online. (September 2009)
Exemplar-based action recognition in video Geert Willems, Jan Hendrik Becker, Tinne Tuytelaars and Luc Van Gool Conference or Workshop Item Item availablity restricted. (September 2009)
Finding representative nodes in probabilistic graphs Laura Langohr and Hannu Toivonen Conference or Workshop Item Item not available online. (September 2009)
Found in Translation Marco Turchi, Ilias Flaounas, omar ali, Tijl De Bie and Nello Cristianini Conference or Workshop Item Item not available online. (September 2009)
General Motion Planning Methods for Self-Reconfiguration Planning Thomas Larkworthy, Gillian Hayes and Subramanian Ramamoorthy Conference or Workshop Item Item not available online. (September 2009)
Image theft detection with self-organising maps Philip Prentis, Mats Sjöberg, Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (September 2009)
Implicit color segmentation features for pedestrian and object detection Patrick Ott and Mark Everingham Conference or Workshop Item (September 2009)
Implicit Wiener Series Analysis of Epileptic Seizure Recordings A. Barbero Jimenez, Matthias Franz, W. Van Drongelen, J.R. Dorronsoro, Bernhard Schölkopf and Moritz Grosse-Wentrup Conference or Workshop Item (September 2009)
Inference and Validation of Networks Ilias Flaounas, Marco Turchi, Tijl De Bie and Nello Cristianini Conference or Workshop Item Item not available online. (September 2009)
INRIA-LEARs participation to ImageCLEF 2009 Matthijs Douze, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid and Jakob Verbeek Conference or Workshop Item (September 2009)
Is that you? Metric learning approaches for face identification Matthieu Guillaumin, Jakob Verbeek and Cordelia Schmid Conference or Workshop Item (September 2009)
Learning generative texture models with extended Fields-of-Experts Nicolas Heess, Christopher Williams and Geoffrey Hinton Conference or Workshop Item (September 2009)
Learning models for object recognition from natural language descriptions Josiah Wang, Katja Markert and Mark Everingham Conference or Workshop Item (September 2009)
Learning Preferences with Hidden Common Cause Relations Kristian Kersting and Zhao Xu Conference or Workshop Item Item not available online. (September 2009)
Multiple Kernels for Object Detection Andrea Vedaldi, Varun Gulshan, Manik Varma and Andrew Zisserman Conference or Workshop Item (September 2009)
PRISM: PRincipled Implicit Shape Model Alain Lehmann, Bastian Leibe and Luc Van Gool Conference or Workshop Item Item not available online. (September 2009)
Project Exhibition: AntiPhish - Machine Learning for Phishing Detection Gerhard Paaß and Andre Bergholz Conference or Workshop Item Item not available online. (September 2009)
Pyramides de noyaux Marie Szafranski and Yves Grandvalet Conference or Workshop Item Item not available online. (September 2009)
Ranking user-annotated images for multiple query terms Moray Allan and Jakob Verbeek Conference or Workshop Item (September 2009)
Review of network abstraction techniques Fang Zhou, Sebastien Mahler and Hannu Toivonen Conference or Workshop Item Item not available online. (September 2009)
Sentiment Analysis of Figurative Language using a Word Sense Disambiguation Approach Vassiliki Rentoumi, George Giannakopoulos, Vangelis Karkaletsis and George Vouros Conference or Workshop Item Item availablity restricted. (September 2009)
Statistical confidence measures for probabilistic parsing. Ricardo Sánchez-Sáez, Joan Andreu Sánchez and José Miguel Benedí Conference or Workshop Item Item not available online. (September 2009)
Storyboard sketches for content based video retrieval John Collomosse, Graham McNeill and Yu Qian Conference or Workshop Item (September 2009)
Subtitle-free Movie to Script Alignment Pramod Sankar K, C. V. Jawahar and Andrew Zisserman Conference or Workshop Item (September 2009)
TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid Conference or Workshop Item (September 2009)
Temporal analysis of text data using latent variable models Lasse Mølgaard, Jan Larsen and Cyril Goutte Conference or Workshop Item (September 2009)
Transductive segmentation of textured meshes Anne-Laure Chauve, Jean-Philippe Pons, Jean-Yves Audibert and Renaud Keriven Conference or Workshop Item Item not available online. (September 2009)
Tuning Support Vector Machines for Robust Phoneme Classification with Acoustic Waveforms Jibran Yousafzai, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (September 2009)
Two-way grouping by one-way topic models Eerika Savia, Kai Puolamäki and Samuel Kaski Conference or Workshop Item Item availablity restricted. (31 August 2009)
Adaptive XML Tree Classification on Evolving Data Streams Albert Bifet and Ricard Gavaldà Conference or Workshop Item Item not available online. (28 August 2009)
Kernel Polytope Face Pursuit Tom Diethe and Zakria Hussain Conference or Workshop Item Item not available online. (28 August 2009)
Adaptive Learning from Evolving Data Streams. Albert Bifet and Ricard Gavaldà Conference or Workshop Item Item not available online. (27 August 2009)
Can relevance of images be inferred from eye movements? Kitsuchart Pasupa, Arto Klami, Craig Saunders, Teofilo de Campos and Samuel Kaski Conference or Workshop Item Item not available online. (24 August 2009)
Can relevance of images be inferred from eye movements? Kitsuchart Pasupa, Arto Klami, Craig Saunders, Teofilo de Campos and Samuel Kaski Conference or Workshop Item Item not available online. (24 August 2009)
Robust Phoneme Classification: Exploiting the Adaptability of Acoustic Waveform Models Matthew Ager, Zoran Cvetkovic and Peter Sollich Conference or Workshop Item (24 August 2009)
VISCI Virtual Intelligent Space for Collaborative Innovation - Project Description Kristiina Kumpulainen, Petri Myllymäki, Riitta Smeds, Juha Kronqvist and Päivi Pöyry-Lassila Conference or Workshop Item (18 August 2009)
Some observations on the applicability of normalized compression distance to stemmatology Toni Merivuori and Teemu Roos Conference or Workshop Item (07 August 2009)
Non-projective Parsing for Statistical Machine Translation Xavier Carreras and Michael Collins Conference or Workshop Item (06 August 2009)
Latent state models of primary user behavior for opportunistic spectrum access Joni Pajarinen, Jaakko Peltonen, Mikko A. Uusitalo and Ari Hottinen Conference or Workshop Item Item not available online. (04 August 2009)
A compact forest for scalable inference over entailment and paraphrase rules Roy Bar Haim, Jonathan Berant and Ido Dagan Conference or Workshop Item (02 August 2009)
A Gibbs Sampler for Phrasal Synchronous Grammar Induction Phil Blunsom, Trevor Cohn, Chris Dyer and Miles Osborne Conference or Workshop Item (02 August 2009)
Parsing Statistical Machine Translation Output Simon Carter and Christof Monz Conference or Workshop Item Item not available online. (01 August 2009)
A Bayesian Model of Syntax-Directed Tree to String Grammar Induction Trevor Cohn and Phil Blunsom Conference or Workshop Item (August 2009)
A Bayesian Model of Syntax-Directed Tree to String Grammar Induction Trevor Cohn and Phil Blunsom Conference or Workshop Item (August 2009)
A Gibbs Sampler for Phrasal Synchronous Grammar Induction Phil Blunsom, Trevor Cohn, Miles Osborne and Chris Dyer Conference or Workshop Item (August 2009)
A Note on the Implementation of Hierarchical Dirichlet Processes Phil Blunsom, Trevor Cohn, Sharon Goldwater and Mark Johnson Conference or Workshop Item (August 2009)
A Note on the Implementation of Hierarchical Dirichlet Processes Phil Blunsom, Trevor Cohn, Sharon Goldwater and Mark Johnson Conference or Workshop Item (August 2009)
An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing Jun Suzuki, Hideki Isozaki, Xavier Carreras and Michael Collins Conference or Workshop Item (August 2009)
Concept learning for Image and Video Retrieval: The inverse random under sampling approach Muhammad Tahir, Josef Kittler, Krystian Mikolajczyk and Fei Yan Conference or Workshop Item Item not available online. (August 2009)
Conversation Piece 2008 Alexa Wright, Alfred Linney and Zhuoran Wang Conference or Workshop Item Item not available online. (August 2009)
Extracting lexical reference rules from Wikipedia Eyal Shnarch, Libby Barak and Ido Dagan Conference or Workshop Item (August 2009)
Handling phrase reorderings for machine translation Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Conference or Workshop Item (August 2009)
Improving the Confidence of Machine Translation Quality Estimates Lucia Specia, Marco Turchi, Zhuoran Wang, John Shawe-Taylor and Craig Saunders Conference or Workshop Item (August 2009)
MDL-based attribute models in naive Bayes classification Petri Myllymäki Conference or Workshop Item (August 2009)
Multi-view 3D human pose estimation combining single-frame recovery, temporal integration and model adaptation M. Hofmann and D.M. Gavrila Conference or Workshop Item Item not available online. (August 2009)
Non-redundant Subgroup Discovery Using a Closure System Mario Boley and Henrik Grosskreutz Conference or Workshop Item Item not available online. (August 2009)
Optimizing Textual Entailment Recognition Using Particle Swarm Optimization Yashar Mehdad and Bernardo Magnini Conference or Workshop Item (August 2009)
Probabilistic Non-negative Tensor Factorisation using Markov Chain Monte Carlo Mikkel Schmidt and Shakir Mohamed Conference or Workshop Item (August 2009)
Source-Language Entailment Modeling for Translating Unknown Terms Shachar Mirkin, Lucia Specia, Nicola Cancedda, Ido Dagan, Marc Dymetman and Idan Szpektor Conference or Workshop Item (August 2009)
Tracking in sparse multi-camera setups using stereo vision G. Englebienne, T. van Oosterhout and B. Kröse Conference or Workshop Item Item not available online. (August 2009)
Edgeworth expansions and rates of convergence for generalized self-normalized sums Thorsten Dickhaus and Helmut Finner Conference or Workshop Item Item not available online. (28 July 2009)
Epsilon-Removal by Loop Reduction for Finite-state Automata over Complete Semirings Thomas Hanneforth and Colin de la Higuera Conference or Workshop Item (18 July 2009)
Bayesian Real-time Dynamic Programming Scott Sanner, Robby Goetschalckx, Kurt Driessens and Guy Shani Conference or Workshop Item Item not available online. (11 July 2009)
Generalized First Order Decision Diagrams for First Order Markov Decision Processes Saket Joshi, Kristian Kersting and Roni Khardon Conference or Workshop Item Item not available online. (11 July 2009)
Multi-Relational Learning with Gaussian Processes Zhao Xu, Kristian Kersting and Volker tresp Conference or Workshop Item Item not available online. (11 July 2009)
Jointly Optimising Relevance and Diversity in Image Retrieval Thomas Deselaers, Tobias Gass, Philippe Dreuw and Hermann Ney Conference or Workshop Item (08 July 2009)
Wahrscheinlichkeitstheoretische Grundlagen für False Discovery Rate-kontrollierende multiple Testprozeduren Thorsten Dickhaus Conference or Workshop Item Item not available online. (06 July 2009)
A Constructive Mathematics approach for Natural Language formal grammars. Marco Benini and Federico Gobbo Conference or Workshop Item Item not available online. (04 July 2009)
Resistive geometry for graph-based transduction Mark Herbster Conference or Workshop Item (04 July 2009)
X-ray Image Categorization and Retrieval Using Patch-based Visual Words Representation Uri Avni, Hayit Greenspan, Michal Sharon, Eli Konen and Jacob Goldberger Conference or Workshop Item (04 July 2009)
Adaptive XML Tree Mining on Evolving Data Streams Albert Bifet and Ricard Gavaldà Conference or Workshop Item (02 July 2009)
Classification on Graphs for Dynamic Difficulty Adjustment: More Questions Than Answers Olana Missura and Thomas Gaertner Conference or Workshop Item (02 July 2009)
How to optimize sample in active learning : Dispersion, an optimum criterion for classification ? Benoit Gandar, Gaëlle Loosli and Guillaume Deffuant Conference or Workshop Item Item not available online. (02 July 2009)
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-Proven Queries Hannes Schulz, Kristian Kersting and Andreas Karwath Conference or Workshop Item Item not available online. (02 July 2009)
A Lower Bound for the Capacity of the Discrete-Time Poisson Channel Alfonso Martinez Conference or Workshop Item Item not available online. (July 2009)
Bounds on marginal probability distributions Joris Mooij and Bert Kappen Conference or Workshop Item Item not available online. (July 2009)
Document Visualization Based on Semantic Graphs Delia Rusu, Blaz Fortuna, Dunja Mladenić, Marko Grobelnik and Ruben Sipoš Conference or Workshop Item Item not available online. (July 2009)
Embedded Bernoulli Mixture HMMs for Handwritten Word Recognition Alfons Juan and Adrià Giménez Conference or Workshop Item Item not available online. (July 2009)
Error Probability of BICM in Fading Channels: Uniform Interleaving Analysis Alfonso Martinez and A. Guillén i Fàbregas Conference or Workshop Item Item not available online. (July 2009)
Information Rate Loss from Radiation Decoherence Alfonso Martinez Conference or Workshop Item Item not available online. (July 2009)
Markovian Tracking-by-Detection from a Single, Uncalibrated Camera Michael D. Breitenstein, Fabian Reichlin, Bastian Leibe, Esther Koller-Meier and Luc Van Gool Conference or Workshop Item Item not available online. (July 2009)
Mining from Large Image Sets Luc Van Gool, Michael D. Breitenstein, Stephan Gammeter, Helmut Grabner and Till Quack Conference or Workshop Item Item not available online. (July 2009)
Multi-Relational Learning with Gaussian Processes Zhao Xu, Kristian Kersting and Volker Tresp Conference or Workshop Item Item not available online. (July 2009)
Multi-strategy trading utilizing market regimes Hynek Mlnarik, Subramanian Ramamoorthy and Rahul Savani Conference or Workshop Item (July 2009)
Relevance and Redundancy Analysis for Ensemble Classifiers R Duangsoithong and Terry Windeatt Conference or Workshop Item (July 2009)
The GERMANA database Daniel Pérez, Lionel Tarazón, Nicolás Serrano, Francisco-Manuel Castro, Oriol Ramos-Terrades and Alfons Juan Conference or Workshop Item Item not available online. (July 2009)
Using mouse feedback in computer assisted transcription of handwritten text images Verónica Romero, Alejandro Hector Tosselli and Enrique Vidal Conference or Workshop Item Item not available online. (July 2009)
Workflow Mining Application to Ambient Intelligence Behaviour Modelling Carlos Fernandez, Juan-Pablo Lázaro and José Miguel Benedí Conference or Workshop Item Item not available online. (July 2009)
AntiPhish: Lessons Learnt Andre Bergholz Conference or Workshop Item Item not available online. (28 June 2009)
Hierarchical Hybrid Reinforcement Learning Algorithms Mohammad Ghavamzadeh Conference or Workshop Item Item not available online. (28 June 2009)
New ensemble methods for evolving data streams Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Richard Kirkby and Ricard Gavaldà Conference or Workshop Item Item not available online. (28 June 2009)
Toward Autonomic Grids: Analyzing the Job Flow with Affinity Streaming Xiangliang Zhang, Cyril Furtlehner, Julien Perez, Cecile Germain and Michele Sebag Conference or Workshop Item (28 June 2009)
Toward Autonomic Grids: Analyzing the Job Flow with Affinity Streaming Xiangliang Zhang, Cyril Furtlehner, Julien Perez, Cecile Germain and Michele Sebag Conference or Workshop Item (28 June 2009)
Identifying targets of transcriptionally regulated transcription factors using dynamical models Antti Honkela, Neil Lawrence and Magnus Rattray Conference or Workshop Item Item availablity restricted. (27 June 2009)
False Discovery Rate and Asymptotics Thorsten Dickhaus Conference or Workshop Item Item not available online. (24 June 2009)
Unsupervised decomposition of words for speech recognition and retrieval Mikko Kurimo, Teemu Hirsimäki, Ville Turunen, Sami Virpioja and Niklas Raatikainen Conference or Workshop Item Item availablity restricted. (24 June 2009)
Predicting the Labelling of a Graph via Minimum p-Seminorm Interpolation Mark Herbster and Guy Lever Conference or Workshop Item (19 June 2009)
Counting Belief Propagation Kristian Kersting, Babak Ahmadi and Sriraam Natarajan Conference or Workshop Item Item not available online. (18 June 2009)
Forced-exploration based algorithms for playing in stochastic linear bandits Yasin Abbasi-Yadkori, András Antos and Csaba Szepesvari Conference or Workshop Item Item not available online. (18 June 2009)
Findings of the 2009 Workshop on Statistical Machine Translation Chris Callison-Burch, Philipp Koehn, Christof Monz and Josh Schroeder Conference or Workshop Item (16 June 2009)
An Efficient Projection for L1,Infinity Regularization Ariadna Quattoni, Xavier Carreras, Michael Collins and Trevor Darrell Conference or Workshop Item (14 June 2009)
Long-term prediction of time series by combining direct and MIMO strategies Souhaib Ben Taieb, Gianluca Bontempi, Antti Sorjamaa and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (14 June 2009)
Automatically Classifying Documents by Ideological and Organizational Affiliation Moshe Koppel, Navot Akiva, Eli Alshech and Kfir Bar Conference or Workshop Item Item not available online. (08 June 2009)
A Comparative Study of Features for Keyphrase Extraction Katja Hofmann, Manos Tsagias, Edgar Meij and Maarten de Rijke Conference or Workshop Item Item availablity restricted. (01 June 2009)
Analysing recognition errors in unlimited-vocabulary speech recognition Teemu Hirsimäki and Mikko Kurimo Conference or Workshop Item Item availablity restricted. (01 June 2009)
Exploiting Surface Features for the Prediction of Podcast Preference Manos Tsagias, Martha Larson and Maarten de Rijke Conference or Workshop Item Item availablity restricted. (01 June 2009)
Learning Semantic Query Suggestions Edgar Meij, Marc Bron, Laura Hollink, Bouke Huurnink and Maarten de Rijke Conference or Workshop Item Item not available online. (01 June 2009)
Morpho Challenge - evaluation of algorithms for unsupervised learning of morphology in various tasks and languages Mikko Kurimo, Sami Virpioja, Ville Turunen and Teemu Hirsimäki Conference or Workshop Item Item availablity restricted. (01 June 2009)
Predicting the Volume of Comments on Online News Stories Manos Tsagias, Maarten de Rijke and Wouter Weerkamp Conference or Workshop Item Item availablity restricted. (01 June 2009)
Semi-automated ontology learning: the BOEMIE approach George Petasis, Vangelis Karkaletsis, Anastasia Krithara and Constantinos D. Spyropoylos Conference or Workshop Item (01 June 2009)
The Impact of Document Structure on Keyphrase Extraction Katja Hofmann, Manos Tsagias, Edgar Meij and Maarten de Rijke Conference or Workshop Item Item availablity restricted. (01 June 2009)
Score Fusion by Maximizing the Area Under the ROC Curve M. Villegas and Roberto Paredes Conference or Workshop Item Item not available online. (June 2009)
A Gradient-Based Algorithm Competitive with Variational Bayesian EM for Mixture of Gaussians Mikael Kuusela, Tapani Raiko, Antti Honkela and Juha Karhunen Conference or Workshop Item Item availablity restricted. (June 2009)
Analytic Moment-based Gaussian Process Filtering Marc Deisenroth, [Marco F] [Huber] and [Uwe D] [Hanebeck] Conference or Workshop Item Item not available online. (June 2009)
Automatic recognition of fingerspelled words in British sign language Stephan Liwicki and Mark Everingham Conference or Workshop Item (June 2009)
Automatically classifying documents by ideological and organizational affiliation Moshe Koppel, Navot Akiva, Eli Alshech and Kfir Bar Conference or Workshop Item (June 2009)
Bayesian Actor Critic: A Bayesian Model for Value Function Approximation and Policy Learning Mohammad Ghavamzadeh and Yaakov Engel Conference or Workshop Item Item not available online. (June 2009)
Bayesian construction of perceptrons to predict phenotypes from 584K SNP data. Luc Janss and Bert Kappen Conference or Workshop Item Item not available online. (June 2009)
Bayesian inference for Plackett-Luce ranking model John Guiver and Ed Snelson Conference or Workshop Item (June 2009)
Bayesian Joint Estimation of CN and LOH Aberrations Marcus Hutter Conference or Workshop Item (June 2009)
Characterizing predictable classes of processes Daniil Ryabko Conference or Workshop Item Item not available online. (June 2009)
Combining local feature histograms of different granularities Ville Viitaniemi and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2009)
Experimental Analysis of Insertion Costs in a Naïve Dynamic MDF-Tree Luisa Mico and Jose Oncina Conference or Workshop Item (June 2009)
Fast and optimal prediction of a labeled tree Nicolò Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item (June 2009)
Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning Robert Legenstein, Steven M. Chase, Andrew B. Schwartz and Wolfgang Maass Conference or Workshop Item Item availablity restricted. (June 2009)
Generalised Pinsker Inequalities Mark Reid and Bob Williamson Conference or Workshop Item (June 2009)
Grammatical Inference as a Principal Component Analysis Problem Raphael Bailly, François Denis and Liva Ralaivola Conference or Workshop Item (June 2009)
Homogeneous Multi-Instance Learning with Arbitrary Dependence Sivan Sabato and Naftali Tishby Conference or Workshop Item (June 2009)
Hybrid Stochastic-Adversarial On-line Learning Alessandro Lazaric and Rémi Munos Conference or Workshop Item (June 2009)
Identifying confounders using additive noise models Dominik Janzing, Jonas Peters, Joris Mooij and Bernhard Schölkopf Conference or Workshop Item (June 2009)
Identifying confounders using aditive noise models Dominik / DJ Janzing, Jonas / JP Peters, Joris / JM Mooij and Bernhard / BS Schoelkopf Conference or Workshop Item (June 2009)
Improved Uniformity Enforcement in Stochastic Discrimination, 8th Int. Workshop Multiple Classifier Systems, Iceland, June 2009, Lecture notes in computer science, M Prior and Terry Windeatt Conference or Workshop Item (June 2009)
Improving automatic video retrieval with semantic concept detection Markus Koskela, Mats Sjöberg and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2009)
Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (June 2009)
Inducing Compact but Accurate Tree-Substitution Grammars Trevor Cohn, Sharon Goldwater and Phil Blunsom Conference or Workshop Item (June 2009)
Inducing Compact but Accurate Tree-Substitution Grammars Trevor Cohn, Phil Blunsom and Sharon Goldwater Conference or Workshop Item (June 2009)
Learning sign language by watching TV (using weakly aligned subtitles) Patrick Buehler, Mark Everingham and Andrew Zisserman Conference or Workshop Item (June 2009)
Learning the Similarity Measure for Multi-Modal 3D Image Registration Daewon Lee, Matthias Hofmann, Florian Steinke, Yasemin Altun, Nathan Cahill and Bernhard Scholkopf Conference or Workshop Item (June 2009)
Monte Carlo Inference and Maximization for Phrase-based Translation Abhishek Arun, Chris Dyer, Barry Haddow, Phil Blunsom, Adam Lopez and Philipp Koehn Conference or Workshop Item (June 2009)
Multi-way set enumeration in real-valued tensors Elisabeth Georgii, Koji Tsuda and Bernhard Schölkopf Conference or Workshop Item Item availablity restricted. (June 2009)
Multiple Indefinite Kernel Learning with Mixed Norm Regularization Matthieu Kowalski, Marie Szafranski and Liva Ralaivola Conference or Workshop Item (June 2009)
Online Multi-task Learning with Hard Constraints Gábor Lugosi, Omiros Papaspiliopoulos and Gilles Stoltz Conference or Workshop Item (June 2009)
Optimal combination of SOM search in best-matching units and map neighborhood Mats Sjöberg and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2009)
Random Forest Classification for Automatic Delineation of Myocardium in Real-time 3D Echocardiography Victor Lempitsky, Michael Verhoek, Alison Noble and Andrew Blake Conference or Workshop Item Item not available online. (June 2009)
Real Adaboost Ensembles with Emphasized Subsampling Sergio Muñoz-Romero, Vanessa Gómez-Verdejo and Jerónimo Arenas-Garcia Conference or Workshop Item Item availablity restricted. (June 2009)
Regression by dependence minimization and its application to causal inference Joris Mooij, Dominik Janzing, Jonas Peters and Bernhard Schölkopf Conference or Workshop Item (June 2009)
Regularization in Reinforcement Learning Amir-massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvari and Shie Mannor Conference or Workshop Item Item not available online. (June 2009)
Replacing supervised classification learning by Slow Feature Analysis in spiking neural networks Stefan Klampfl and Wolfgang Maass Conference or Workshop Item Item availablity restricted. (June 2009)
Robot Learning with Regularized Reinforcement Learning Amir-massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvari and Shie Mannor Conference or Workshop Item Item not available online. (June 2009)
Robust Bounds for Classification via Selective Sampling Nicolò Cesa-Bianchi, Claudio Gentile and Francesco Orabona Conference or Workshop Item (June 2009)
Robust bounds for classification via selective sampling Nicolò Cesa-Bianchi, Claudio Gentile and Francesco Orabona Conference or Workshop Item Item not available online. (June 2009)
Sparse Markov source estimation via transformed Lasso Teemu Roos and Bin Yu Conference or Workshop Item (June 2009)
Stability of Transductive Regression Algorithms Corinna Cortes, Mehryar Mohri, Dmitry Pechyony and Ashish Rastogi Conference or Workshop Item (June 2009)
Statistical Post-Editing of a Rule-Based Machine Translation System A.-L. Lagarda, V. Alabau, Francisco Casacuberta, R. Silva and E. Díaz-de-Liaño Conference or Workshop Item Item not available online. (June 2009)
STDP enables spiking neurons to detect hidden causes of their inputs Bernhard Nessler, Michael Pfeiffer and Wolfgang Maass Conference or Workshop Item Item availablity restricted. (June 2009)
Stochastic Memoizer for Sequence Data Frank Wood, Cedric Archambeau, Jan Gasthaus, Lancelot James and Yee Whye Teh Conference or Workshop Item (June 2009)
Structure and appearance features for robust 3D facial actions tracking Stéphanie Lefèvre and Jean-Marc Odobez Conference or Workshop Item (June 2009)
The Bias Variance Trade-Off in Bootstrapped Error Correcting Output Code Ensembles. RS Smith and Terry Windeatt Conference or Workshop Item Item not available online. (June 2009)
The effect of motion blur and signal noise on image quality in low light imaging Eero Kurimo, Leena Lepistö, Jarno Nikkanen, Juuso Grön, Iivari Kunttu and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2009)
The graphlet spectrum Risi Kondor, Nino Shervashidze and Karsten Borgwardt Conference or Workshop Item Item not available online. (June 2009)
Upper Facial Action Unit Recognition Cemre Zor and Terry Windeatt Conference or Workshop Item Item not available online. (June 2009)
Visual Activity Context For Focus of Attention Estimation in Dynamic Meetings Sileye Ba, Hayley Hung and Jean-Marc Odobez Conference or Workshop Item (June 2009)
``Who are you?'' -- Learning person specific classifiers from video Josef Sivic, Mark Everingham and Andrew Zisserman Conference or Workshop Item (June 2009)
G-StrAP: A 2-level Real-time Grid Monitoring System Xiangliang Zhang, Cyril Furtlehner, Cecile Germain and Michele Sebag Conference or Workshop Item Item not available online. (25 May 2009)
Das Berliner Brain-Computer Interface Projekt Thorsten Dickhaus Conference or Workshop Item Item not available online. (21 May 2009)
What is the place of Machine Learning between Pattern Recognition and Optimization? Antoine Cornuéjols and Laurent Miclet Conference or Workshop Item (06 May 2009)
Comparison of Retrieval-Based Hierarchical Clustering Approaches to Person Name Disambiguation Christof Monz and Wouter Weerkamp Conference or Workshop Item (01 May 2009)
Discrépance et dispersion : des indicateurs optimaux en apprentissage ? Benoit Gandar, Gaëlle Loosli and Guillaume Deffuant Conference or Workshop Item Item not available online. (May 2009)
A phrase-based hidden semi-markov approach to machine translation Jesús Andrés-Ferrer and Alfons Juan Conference or Workshop Item (May 2009)
A Polynomial Algorithm for Submap Isomorphism: Application to Searching Patterns in Images Guillaume Damiand, Colin de la Higuera, Jean-Christophe Janodet, Emilie Samuel and Christine Solnon Conference or Workshop Item (May 2009)
Constraint-based subspace clustering Elisa Fromont, Céline Robardet and Adriana Prado Conference or Workshop Item (May 2009)
Demo: HistoryViz – Visualizing events and relations extracted from Wikipedia Ruben Sipos, Abhijit Bhole, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (May 2009)
Facing the Challenge of Human-Agent Negotiations via Effective General Opponent Modeling Yinon Oshrat, Raz Lin and Sarit Kraus Conference or Workshop Item (May 2009)
Model adaptation with least-squares SVM for adaptive hand prosthetics Francesco Orabona, Claudio Castellini, Barbara Caputo, Emanuele Fiorilla and Giulio Sandini Conference or Workshop Item (May 2009)
Quickly Learning User Characteristics for Eficient Interruptability in Agent/User Collaborative Systems James Pita, Manish Jain, Fernando Ordonez, Milind Tambe, Sarit Kraus and Reuma Magori-Cohen Conference or Workshop Item (May 2009)
Text categorization from category name via lexical reference Libby Barak, Ido Dagan and Eyal Shnarch Conference or Workshop Item (May 2009)
An assertive will for seeing and believing: introducing a feature cardinality driven distance measure to uninformative distributions Joan Garriga Conference or Workshop Item Item availablity restricted. (27 April 2009)
A self--training method for learning to rank with unlabeled data Vinh Truong, Massih Amini and Patrick Gallinari Conference or Workshop Item (22 April 2009)
Question answering based on semantic graphs Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (21 April 2009)
A New Perspective for Information Theoretic Feature Selection Gavin Brown Conference or Workshop Item (18 April 2009)
A kernel method for unsupervised network inference Christoph Lippert, Oliver Stegle, Zoubin Ghahramani and Karsten Borgwardt Conference or Workshop Item Item not available online. (16 April 2009)
Choosing a Variable to Clamp: Approximate Inference Using Conditioned Belief Propagation Frederik Eaton and Zoubin Ghahramani Conference or Workshop Item Item not available online. (15 April 2009)
Hash Kernels Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola, Alex Strehl and Vishy Vishwanathan Conference or Workshop Item Item not available online. (14 April 2009)
Hash Kernels Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola, Alex Strehl and S V N Vishwanathan Conference or Workshop Item (14 April 2009)
Identifying targets of transcriptionally regulated transcription factors using dynamical models Antti Honkela, Neil Lawrence and Magnus Rattray Conference or Workshop Item Item not available online. (02 April 2009)
Visualization by linear projections as information retrieval Jaakko Peltonen Conference or Workshop Item Item not available online. (02 April 2009)
Automatic Single-Document Key Fact Extraction from Newswire Articles Itamar Kastner and Christof Monz Conference or Workshop Item (01 April 2009)
A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data Ke Zhang, Marcus Hutter and Warren Jin Conference or Workshop Item (April 2009)
Absolute Convergence of Rational Series is semi-decidable François Denis and Raphael Bailly Conference or Workshop Item Item not available online. (April 2009)
Extensions of absolute discounting (kneser-ney method). Jesús Andrés-Ferrer and Hermann Ney Conference or Workshop Item Item not available online. (April 2009)
Fast dependent components for fMRI analysis Eerika Savia, Arto Klami and Samuel Kaski Conference or Workshop Item Item not available online. (April 2009)
Infinite hierarchical hidden Markov models Katherine Heller, Yee Whye Teh and Dilan Gorur Conference or Workshop Item Item not available online. (April 2009)
l1 regularization path for functional features Manuel Loth and Philippe Preux Conference or Workshop Item Item not available online. (April 2009)
Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression Nicole Krämer, Masashi Sugiyama and Mikio braun Conference or Workshop Item (April 2009)
Large-Margin Structured Prediction via Linear Programming Zhuoran Wang and John Shawe-Taylor Conference or Workshop Item (April 2009)
Learning exercise policies for american options Y Li, Csaba Szepesvari and D Schuurmans Conference or Workshop Item Item not available online. (April 2009)
Locally minimax optimal predictive modeling with Bayesian networks Tomi Silander, Teemu Roos and Petri Myllymäki Conference or Workshop Item (April 2009)
Machine Learning with Labeled and Unlabeled Data Tijl De Bie, Thiago Turchetti Maia and Antonio Braga Conference or Workshop Item Item not available online. (April 2009)
Nonparametric mixtures of factor analyzers Dilan Gorur and Carl Edward Rasmussen Conference or Workshop Item Item not available online. (April 2009)
Novel schemes for nonlinear acoustic echo cancellation based on filter combinations Luis Azpicueta-Ruiz, Marcus Zeller, Jerónimo Arenas-Garcia and Walter Kellermann Conference or Workshop Item (April 2009)
Novelty detection: Unlabeled data definitely help Clayton Scott and Gilles Blanchard Conference or Workshop Item (April 2009)
Online Blind Deconvolution for Astronomy Stefan Harmeling, Suvrit Sra, M. Hirsch and Bernhard Schölkopf Conference or Workshop Item Item not available online. (April 2009)
PAC-Bayesian Generalization Bound for Density Estimation with Application to Co-clustering Yevgeny Seldin and Naftali Tishby Conference or Workshop Item (April 2009)
Scalable Semidefinite Programming using Convex Perturbations B. Kulis, Suvrit Sra and I. S. Dhillon Conference or Workshop Item Item not available online. (April 2009)
Segmentation Based Interest Points and Evaluation of Unsupervised Image Segmentation Methods Piotr Koniusz and Krystian Mikolajczyk Conference or Workshop Item Item not available online. (April 2009)
ShapeWriter on the iPhone - from the laboratory to the real world S Zhai, Per Ola Kristensson, P Gong, M Greiner, S Peng and M Liu Conference or Workshop Item Item not available online. (April 2009)
Sparsity in Adaptive Control Philippe Preux and Sertan Girgin Conference or Workshop Item Item not available online. (April 2009)
SVM Multi-Task Learning and Non convex Sparsity Measure Remi Flamary, Alain Rakotomamonjy, Gilles Gasso and Stéphane Canu Conference or Workshop Item Item not available online. (April 2009)
Transformations for Variational Factor Analysis to Speed up Learning Jaakko Luttinen, Alexander Ilin and Tapani Raiko Conference or Workshop Item (April 2009)
Usable intelligent interactive systems A Spaulding, KZ Gajos, A Jameson, Per Ola Kristensson, A Bunt and W Haines Conference or Workshop Item Item not available online. (April 2009)
Variational Learning of Inducing Variables in Sparse Gaussian Processes Michalis Titsias Conference or Workshop Item (April 2009)
Visualizing finger/pen-gesture recognition in a space time cube Per Ola Kristensson Conference or Workshop Item Item not available online. (April 2009)
Evaluating the Inferential Utility of Lexical-Semantic Resources Shachar Mirkin, Ido Dagan and Eyal Shnarch Conference or Workshop Item Item not available online. (30 March 2009)
Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference Conrad Sanderson and Brian C. Lovell Conference or Workshop Item Item not available online. (28 March 2009)
Strict FDR-control based on the asymptotically optimal rejection curve Helmut Finner, Veronika Gontscharuk and Thorsten Dickhaus Conference or Workshop Item Item not available online. (26 March 2009)
Image Ranking with Implicit Feedback from Eye Movements David Hardoon and Kitsuchart Pasupa Conference or Workshop Item Item not available online. (22 March 2009)
Learning relevant eye movement feature spaces across users Zakria Hussain, Kitsuchart Pasupa and John Shawe-Taylor Conference or Workshop Item Item not available online. (22 March 2009)
Stability of Learning Dynamics in Two-Agent, Imperfect-Information Games John M. Butterworth and Jonathan L. Shapiro Conference or Workshop Item Item availablity restricted. (18 March 2009)
Strict FDR-control based on the asymptotically optimal rejection curve Helmut Finner, Veronika Gontscharuk and Thorsten Dickhaus Conference or Workshop Item Item not available online. (17 March 2009)
Let the Kernel Figure it Out; Principled Learning of Pre-processing for Kernel Classifiers Peter Gehler and Sebastian Nowozin Conference or Workshop Item (16 March 2009)
Estimating Markov Random Field Potentials for Natural Images Urs Köster, Jussi T. Lindgren and Aapo Hyvärinen Conference or Workshop Item Item availablity restricted. (15 March 2009)
Learning Natural Image Structure with a Horizonal Product Model Urs Köster, Jussi T. Lindgren, Michael Gutmann and Aapo Hyvärinen Conference or Workshop Item Item availablity restricted. (15 March 2009)
A Deep Learning Approach to Machine Transliteration Thomas Deselaers, Sasa Hasan, Oliver Bender and Hermann Ney Conference or Workshop Item (March 2009)
A note on contextual binary feature grammars Alexander Clark, Rémi Eyraud and Amaury Habrard Conference or Workshop Item Item availablity restricted. (March 2009)
Another look at indirect negative evidence Alexander Clark and Shalom Lappin Conference or Workshop Item (March 2009)
Basis Function Adaptation Methods for Cost Approximation in MDP Huizhen Yu and Dimitri Bertsekas Conference or Workshop Item Item not available online. (March 2009)
Feature Discovery in Approximate Dynamic Programming Philippe Preux, Sertan Girgin and Manuel Loth Conference or Workshop Item Item not available online. (March 2009)
Feature Dynamic Bayesian Networks Marcus Hutter Conference or Workshop Item (March 2009)
Feature Markov Decision Processes Marcus Hutter Conference or Workshop Item (March 2009)
Optimal Precoding for Multiple-Input Multiple-Output Gaussian Channels fernando Perez-Cruz, Miguel Rodrigues and Sergio Verdu Conference or Workshop Item (March 2009)
Reducing the Plagiarism Detection Search Space on the basis of the Kullback-Leibler Distance Alberto Barrón Cedeño, Paolo Rosso and José Miguel Benedí Conference or Workshop Item Item not available online. (March 2009)
Word Lattices for Multi-Source Translation Josh Schroeder, Trevor Cohn and Phillip Koehn Conference or Workshop Item (March 2009)
Efficient smantic deduction and approximate matching over compact parse forests Roy Bar Haim, Jonathan Berant, Ido Dagan, Iddo Greental, Shachar Mirkin, Eyal Shnarch and Idan Szpektor Conference or Workshop Item (28 February 2009)
Freezing and Sleeping: Tracking Experts that Learn by Evolving Past Posteriors Wouter Koolen and Tim van Erven Conference or Workshop Item Item not available online. (13 February 2009)
Joint Source-Channel Coding with Concatenated LDPC Codes M Fresia, Fernando Perez-Cruz, V Poor and S Verdu Conference or Workshop Item Item not available online. (10 February 2009)
Similarity Learning for Nearest Neighbor Classification Ali Mustafa Qamar, Eric Gaussier, Jean-Pierre Chevallet and Joo Hwee Lim Conference or Workshop Item Item not available online. (10 February 2009)
Estimating sparse models from multivariate discrete data via transformed Lasso Teemu Roos and Bin Yu Conference or Workshop Item (08 February 2009)
Character Recognition in Natural Images Teo de Campos, Bodla Rakesh Babu and Manik Varma Conference or Workshop Item (05 February 2009)
Fitted Q-iteration by Advantage Weighted Regression Gerhard Neumann and Jan Peters Conference or Workshop Item Item not available online. (February 2009)
Hebbian learning of Bayes optimal decisions Bernhard Nessler, Michael Pfeiffer and Wolfgang Maass Conference or Workshop Item Item not available online. (February 2009)
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing Benjamin Schrauwen, Lars Büsing and Robert Legenstein Conference or Workshop Item Item not available online. (February 2009)
Parakeet: a demonstration of speech recognition on a mobile touch-screen device Keith Vertanen and Per Ola Kristensson Conference or Workshop Item Item not available online. (February 2009)
Predictive Text Input in a Mobile Shopping Assistant: Methods and Interface Design Petteri Nurmi, Andreas Forsblom, Patrik Floréen, Peter Peltonen and Petri Saarikko Conference or Workshop Item (February 2009)
Towards understanding context of use in mobile text entry Per Ola Kristensson Conference or Workshop Item Item not available online. (February 2009)
Detection of changes in patterns of brain activity according to musical tonality Tom Diethe, Simon Durrant, John Shawe-Taylor and Heinrich Neubauer Conference or Workshop Item (31 January 2009)
Fast Prediction on a Tree Mark Herbster, Massimiliano Pontil and Sergio Rojas Conference or Workshop Item (21 January 2009)
Online Prediction on Large Diameter Graphs Mark Herbster, Guy Lever and Massimiliano Pontil Conference or Workshop Item (21 January 2009)
Supervised nonlinear dimensionality reduction by neighbor retrieval Jaakko Peltonen, Helena Aidos and Samuel Kaski Conference or Workshop Item Item not available online. (16 January 2009)
Character Recognition in Natural Images Teofilo de Campos, Bodla Rakesh Babu and Manik Varma Conference or Workshop Item (05 January 2009)
A Variational Approach to Semi-Supervised Clustering Peng Li, Yiming Ying and Colin Campbell Conference or Workshop Item (01 January 2009)
Distributed Least Square for Consensus Building in Sensor Networks Fernando Perez-Cruz and Sanjeev Kulkarni Conference or Workshop Item (January 2009)
Improved equilibria via public service advertising Maria-Florina Balcan, Yishay Mansour and Avrim Blum Conference or Workshop Item (January 2009)
Learning Complex Motions by Sequencing Simpler Motion Templates Gerhard Neumann and Jan Peters Conference or Workshop Item Item not available online. (January 2009)
Multi-task Gaussian process learning of robot inverse dynamics Kian Ming Chai, Christopher Williams, Stefan Klanke and Sethu Vijayakumar Conference or Workshop Item (January 2009)
Optimized Concatenated LDPC Codes for Joint Source-Channel Coding Maria Fresia, Fernando Perez-Cruz and Vicent Poor Conference or Workshop Item (January 2009)
Simulating Human Grandmasters: Evolution and Coevolution of Evaluation Functions Omid David-Tabibi, Moshe Koppel, Nathan Netanyahu and HJ van den Herik Conference or Workshop Item Item not available online. (January 2009)
An impossibility result for process discrimination Daniil Ryabko Conference or Workshop Item Item not available online. (2009)
On the parallel speed-up of Estimation of Multivariate Normal Algorithm and Evolution Strategies Olivier Teytaud and fabien teytaud Conference or Workshop Item (2009)
Soft LDPC decoding in nonlinear channels with Gaussian processes for classification Pablo Olmos, Juan Jose Murillo-Fuentes and Fernando Perez-Cruz Conference or Workshop Item (2009)
3D-assisted facial texture super-resolution Pouria Mortazavian, Josef Kittler and William Christmas Conference or Workshop Item (2009)
A Bayesian Approach to Graph Regression with Relevant Subgraph Selection Silvia Chiappa, Hiroto Saigo and Koji Tsuda Conference or Workshop Item (2009)
A Biologically Plausible Model for Rapid Natural Scene Identification Sennay Ghebreab, H.S. Scholte, V.A.F. Lamme and Arnold W.M. Smeulders Conference or Workshop Item Item not available online. (2009)
A census of edge-transitive planar tilings Tomaž Pisanski and Karin Cvetko-Vah Conference or Workshop Item Item not available online. (2009)
A Comparison of L1 Norm and L2 Norm Multiple Kernel SVMs in Image and Video Classification Fei Yan, Krystian Mikolajczyk, Josef Kittler and Muhammad Tahir Conference or Workshop Item Item not available online. (2009)
A Convergent O(n) Algorithm for Off-policy Temporal-difference Learning with Linear Function Approximation Richard S. Sutton, Csaba Szepesvari and Hamid R. Maei Conference or Workshop Item (2009)
A differential geometric approach to discrete-coefficient filter design Subramanian Ramamoorthy, L. Wenzel, J. Nagle, B. Wang and M. Cerna Conference or Workshop Item (2009)
A faster model selection criterion for OP-ELM and OP-KNN: HQ criterion Yoan Miche and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (2009)
A Hierarchical Nonparametric Bayesian Approach to Statistical Language Model Domain Adaptation Frank Wood and Yee Whye Teh Conference or Workshop Item Item not available online. (2009)
A Lattice Approach to {B}ayesian Networks Peter Harremoes Conference or Workshop Item (2009)
A learnable representation for syntax using residuated lattices Alexander Clark Conference or Workshop Item (2009)
A Memetic Algorithm for the Multidimensional Assignment Problem Gregory Gutin and Daniel Karapetyan Conference or Workshop Item (2009)
A memory-based learning approach to event extraction in biomedical texts Roser Morante, Vincent Van Asch and Walter Daelemans Conference or Workshop Item (2009)
A memory–based learning approach to event extraction in biomedical texts Roser Morante, Vincent Van Asch and Walter Daelemans Conference or Workshop Item Item not available online. (2009)
A metalearning approach to processing the scope of negation Roser Morante and Walter Daelemans Conference or Workshop Item Item not available online. (2009)
A Mixture Model for the Evolution of Gene Expression in Non-homogeneous Datasets Gerald Quon, Yee Whye Teh, Esther Chan, Timothy Hughes, Michael Brudno and Quaid Morris Conference or Workshop Item Item not available online. (2009)
A Novel Method for Learning Policies from Constrained Motion Matthew Howard, Stefan Klanke, Michael Gienger, Christian Görick and Sethu Vijayakumar Conference or Workshop Item Item availablity restricted. (2009)
A Statistical Learning Perspective of Genetic Programming Olivier Teytaud, Christian Gagné, Marc Schoenauer, Sylvain Gelly, Nicolas Bredeche and Nur Merve Amil Conference or Workshop Item (2009)
A Stochastic Memoizer for Sequence Data Frank Wood, Cedric Archambeau, Jan Gasthaus, Lancelot James and Yee Whye Teh Conference or Workshop Item (2009)
A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning Massih Amini, François Laviolette and Nicolas Usunier Conference or Workshop Item (2009)
Accelerated Gibbs sampling for the Indian buffet process Finale Doshi and Zoubin Ghahramani Conference or Workshop Item (2009)
Accelerated Gibbs Sampling for the Indian Buffet Process Finale Doshi and Zoubin Ghahramani Conference or Workshop Item (2009)
Active Structured Learning for High-Speed Object Detection Christoph Lampert and Jan Peters Conference or Workshop Item (2009)
Adaptivity in Entity Subscription Services George Giannakopoulos and Themis Palpanas Conference or Workshop Item (2009)
Agnostic Online Learning Shai Ben-David, David Pal and Shai Shalev-Shwartz Conference or Workshop Item (2009)
Algorithms for Multiple Basis Pursuit Denoising Alain Rakotomamonjy Conference or Workshop Item Item not available online. (2009)
An efficient sequential Monte Carlo algorithm for coalescent clustering Dilan Gorur and Yee Whye Teh Conference or Workshop Item Item not available online. (2009)
An Efficient Sequential Monte-Carlo Algorithm for Coalescent Clustering Dilan Gorur and Yee Whye Teh Conference or Workshop Item Item not available online. (2009)
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis G. Schweikert, C. Widmer, B. Schölkopf and G. Rätsch Conference or Workshop Item (2009)
An Evolutionary Approach to Automatic Video Editing Tinghuai Wang, Andrew Mansfield, Rui Hu and John Collomosse Conference or Workshop Item (2009)
An implementation of the Pathfinder algorithm for sparse networks and its application on text networks Vladimir Batagelj, Vid Podpečan and Anže Vavpetič Conference or Workshop Item Item not available online. (2009)
An integrated algorithmic procedure for the assessment and discovery of clusters in DNA microarray data. Roberto Avogadri, Alberto Bertoni and Giorgio Valentini Conference or Workshop Item Item not available online. (2009)
Analysis and optimization of the distribution centre Alen Orbanic, Iztok Kavkler, Rok Strašek, Matjaž Novak and Tomaž Perme Conference or Workshop Item Item not available online. (2009)
Analysis of Adaptive Operator Selection Techniques on the Royal Road and Long K-Path Problems Alvaro Fialho, Marc Schoenauer and Michele Sebag Conference or Workshop Item (2009)
Annotating Images by Harnessing Worldwide User-Tagged Photos Xirong Li, Cees G.M. Snoek and Marcel Worring Conference or Workshop Item Item not available online. (2009)
Approximate inference for planning in stochastic relational worlds Tobias Lang and Marc Toussaint Conference or Workshop Item Item not available online. (2009)
Archipelago: nonparametric bayesian semi-supervised learning Ryan Adams and Zoubin Ghahramani Conference or Workshop Item (2009)
Assigning Automatic Regularization Parameters in Image Restoration Ignazio Gallo and Elisabetta Binaghi Conference or Workshop Item (2009)
Asymptotically optimal regularization in smooth parametric models Percy Liang, Francis Bach, Guillaume Bouchard and Michael Jordan Conference or Workshop Item Item not available online. (2009)
Augmenting Feature-driven fMRI Analyses: Semi-supervised Learning and Resting State Activity Matthew Blaschko, Jacquelyn Shelton and Andreas Bartels Conference or Workshop Item (2009)
Automatic Choice of Control Measurements Gayle Leen, David Hardoon and Samuel Kaski Conference or Workshop Item (2009)
Automatic choice of control measurements Gayle Leen, David Hardoon and Samuel Kaski Conference or Workshop Item (2009)
Automatic Exploration of Datacenter Performance Regimes Peter Bodik, Rean Griffith, Charles Sutton, Armando Fox, Michael I. Jordan and David A. Patterson Conference or Workshop Item (2009)
Automatic feature selection for model-based reinforcement Learning in factored MDPs Mark Kroon and Shimon Whiteson Conference or Workshop Item (2009)
Automatic Selection of High Quality Parses Created By a Fully Unsupervised Parser Roi Reichart and Ari Rappoport Conference or Workshop Item (2009)
Automatic selection of recognition errors by respeaking the intended text Keith Vertanen and Per Ola Kristensson Conference or Workshop Item Item not available online. (2009)
Bayesian discovery of linear acyclic causal models Patrik Hoyer and Antti Hyttinen Conference or Workshop Item (2009)
Bayesian Experimental Design of Magnetic Resonance Imaging Sequences M.W. Seeger, H. Nickisch, R. Pohmann and B. Schölkopf Conference or Workshop Item (2009)
Bayesian Exponential Family PCA Shakir Mohamed, Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (2009)
Bayesian non-negative matrix factorization Mikkel N. Schmidt, Ole Winter and Lars Kai Hansen Conference or Workshop Item Item not available online. (2009)
Bayesian nonnegative matrix factorization with volume prior for unmixing of hyperspectral images Morten Arngren, Mikkel N. Schmidt and Jan Larsen Conference or Workshop Item Item not available online. (2009)
Better than optimal: fast identification of custom instruction candidates J. Reddington, G. Gutin, A. Yeo, A. Johnstone and E. Scott Conference or Workshop Item (2009)
Boosting Active Learning to Optimality: A tractable Monte-Carlo based Approach. Olivier Teytaud, Michele Sebag and Philippe Rolet Conference or Workshop Item (2009)
Bounds for multistage stochastic programs using supervised learning strategies Boris Defourny, Damien Ernst and Louis Wehenkel Conference or Workshop Item (2009)
Can Social Tagged Images Aid Concept-Based Video Search? Arjan T. Setz and Cees G.M. Snoek Conference or Workshop Item Item not available online. (2009)
Capturing Data Uncertainty in High-Volume Stream Processing Yanlei Diao, Buduo Li, Anna Liu, Liping Peng, Charles Sutton, Thanh Tran and Michael Zink Conference or Workshop Item (2009)
Characteristic Kernels on Groups and Semigroups K. Fukumizu, B.K. Sriperumbudur, A. Gretton and B. Schölkopf Conference or Workshop Item (2009)
Characteristic Polynomial Analysis on Matrix Representations of Graphs Peng Ren and Edwin Hancock Conference or Workshop Item Item not available online. (2009)
Chromatic PAC-Bayes Bounds for Non-IID Data Liva Ralaivola, Marie Szafranski and Guillaume Stempfel Conference or Workshop Item Item availablity restricted. (2009)
Clustered Multi-Task Learning: A Convex Formulation Laurent jacob, Francis Bach and Jean-Philippe Vert Conference or Workshop Item (2009)
Clustering: Science or Art? Isabelle Guyon, Robert Williamson and Ulrike v. Luxburg Conference or Workshop Item Item not available online. (2009)
Cognitive Object Vision Sennay Ghebreab, H.S. Scholte, V.A.F. Lamme and Arnold W.M. Smeulders Conference or Workshop Item Item not available online. (2009)
Color Constancy Using 3D Stage Geometry Rui Lu, Arjan Gijsenij, Theo Gevers, De Xu, Vladimir Nedovic and Jan-Mark Geusebroek Conference or Workshop Item Item not available online. (2009)
Color Constancy Using Stage Classification Rui Lu, Arjan Gijsenij, Theo Gevers, Koen E.A. van de Sande, Jan-Mark Geusebroek and De Xu Conference or Workshop Item Item not available online. (2009)
Combinatorial Bandits Nicolò Cesa-Bianchi and Gábor Lugosi Conference or Workshop Item (2009)
Comparison of Granger Causality and Phase Slope Index Guido Nolte, Andreas Ziehe, Nicole Krämer, Florin Poupescu and Klaus-Robert Müller Conference or Workshop Item (2009)
Complete blind subspace deconvolution Zoltan Szabo Conference or Workshop Item Item availablity restricted. (2009)
Complete blind subspace deconvolution Zoltan Szabo Conference or Workshop Item Item availablity restricted. (2009)
Complexity-based Phrase-table Filtering for Statistical Machine Translation Nadi Tomeh, Nicola Cancedda and Marc Dymetman Conference or Workshop Item (2009)
Considering Discourse References in Textual Entailment Annotation Luisa Bentivogli, Ido Dagan, Hoa Trang Dang, Danilo Giampiccolo, Medea Lo Leggio and Bernardo Magnini Conference or Workshop Item Item not available online. (2009)
Constructing parse forests that include exactly the n-best PCFG trees Pierre Boullier, Alexis Nasr and Benoit Sagot Conference or Workshop Item (2009)
Controlled complete ARMA independent process analysis Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2009)
Controlled complete ARMA independent process analysis Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2009)
Correlated non-parametric latent feature models Finale Doshi and Zoubin Ghahramani Conference or Workshop Item (2009)
Correlated Non-Parametric Latent Feature Models Finale Doshi and Zoubin Ghahramani Conference or Workshop Item (2009)
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies Arno Onken, Steffen Grunewalder and Klaus Obermayer Conference or Workshop Item Item not available online. (2009)
Creating an Upper-Confidence-Tree program for Havannah Olivier Teytaud and Fabien Teytaud Conference or Workshop Item (2009)
Data fusion based gene function prediction using ensemble methods. Matteo Re and Giorgio Valentini Conference or Workshop Item (2009)
Data mining, interactive semantic structuring, and collaboration: A diversity-aware method for sense-making in search Verbeke Mathias, Bettina Berendt and Siegfried Nijssen Conference or Workshop Item Item not available online. (2009)
Denoising photographs using dark frames optimized by quadratic programming M. Gomez Rodriguez, J. Kober and B. Schölkopf Conference or Workshop Item Item not available online. (2009)
Dependency Parsing and Semantic Role Labeling as a Single Task Roser Morante, Vincent Van Asch and Antal Van den Bosch Conference or Workshop Item (2009)
Dependency parsing and semantic role labeling as a single task Roser Morante, Vincent Van Asch and Antal Van den Bosch Conference or Workshop Item Item not available online. (2009)
Dependent Dirichlet process spike sorting Jan Gasthaus, Frank Wood, Dilan Gorur and Yee Whye Teh Conference or Workshop Item Item not available online. (2009)
Detecting Macro-patterns in the European Mediasphere Ilias Flaounas, Marco Turchi and Nello Cristianini Conference or Workshop Item Item not available online. (2009)
Detecting Objects in Large Image Collections and Videos by Efficient Subimage Retrieval Christoph Lampert Conference or Workshop Item (2009)
Diffeomorphic Dimensionality Reduction C. Walder and B. Schölkopf Conference or Workshop Item (2009)
Different approaches to the tuning of the RCPSP algorithm RaR Janez Žerovnik and Igor Pesek Conference or Workshop Item Item not available online. (2009)
Discovering regression data quality through clustering methods Dario Malchiodi, Simone Bassis and Lorenzo Valerio Conference or Workshop Item Item not available online. (2009)
Discovering temporal patterns of differential gene expression in microarray time series Oliver Stegle, K Denby, S McHattie, S Meade, David L. Wild, Zoubin Ghahramani and Karsten Borgwardt Conference or Workshop Item (2009)
Does Dimensionality Reduction Improve the Quality of Motion Interpolation? Sebastian Bitzer, Stefan Klanke and Sethu Vijayakumar Conference or Workshop Item (2009)
Does dimensionality reduction improve the quality of motion interpolation? Sebastian Bitzer, Stefan Klanke and Sethu Vijayakumar Conference or Workshop Item (2009)
Dutch Bokks and Combinatorial Games Peter Harremoes Conference or Workshop Item (2009)
Dynamic Policy Programming by Kullback-Leibler Divergence Minimization Mohammad Azar and Bert Kappen Conference or Workshop Item Item not available online. (2009)
Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance J. Hill, J. Farquhar, S.M.M. Martens, F. Biessmann and B. Schölkopf Conference or Workshop Item (2009)
Efficient Discovery of Interesting Patterns Based on Strong Closedness Mario Boley, Tamas Horvath and Stefan Wrobel Conference or Workshop Item Item not available online. (2009)
Efficient Distributed Bayesian Reasoning via Targeted Instantiation of Variables Patrick de Oude and Gregor Pavlin Conference or Workshop Item Item not available online. (2009)
Embedded Evolutionary Robotics: The (1+1)-Restart-Online Adaptation Algorithm Jean-Marc Montanier and Nicolas Bredeche Conference or Workshop Item Item not available online. (2009)
Enhancement of Lexical Concepts Using Cross-lingualWeb Mining Dmitry Davidov and Ari Rappoport Conference or Workshop Item (2009)
Evaluating multi-class learning strategies in a hierarchical framework for object detection Marko Boben, Sanja Fidler and Aleš Leonardis Conference or Workshop Item Item not available online. (2009)
Evaluation of Probabilistic Occupancy Map People Detection for Surveillance Systems Jérôme Berclaz, Ali Shahrokni, Francois Fleuret, James Ferryman and Pascal Fua Conference or Workshop Item Item not available online. (2009)
Evaluation of Probabilistic Occupancy Map People Detection for Surveillance Systems Jérôme Berclaz, Ali Shahrokni, Francois Fleuret, James Ferryman and Pascal Fua Conference or Workshop Item Item not available online. (2009)
Experimental comparison of constructive heuristics for the canister filling problem. Gašper Žerovnik and Janez Žerovnik Conference or Workshop Item Item not available online. (2009)
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning Francis Bach Conference or Workshop Item (2009)
Exploring New Horizons in Evolutionary Design of Robots Stephane Doncieux, Jean-Baptiste Mouret and Nicolas Bredeche Conference or Workshop Item Item not available online. (2009)
Exploring Scale-Induced Feature Hierarchies in Natural Images Jukka Perkiö, Tinne Tuytelaars and Wray Buntine Conference or Workshop Item Item not available online. (2009)
Exponential family graph matching and ranking James Petterson, Tiberio Caetano, Julian McAuley and Jin Yu Conference or Workshop Item (2009)
Extreme Compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection Jorge Maturana, Alvaro Fialho, Frédéric Saubion, Marc Schoenauer and Michele Sebag Conference or Workshop Item (2009)
Factorial mixture of gaussians and the marginal independence model Ricardo Silva and Zoubin Ghahramani Conference or Workshop Item (2009)
Fast and optimal prediction on a labeled tree Nicolò Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item (2009)
Fast gradient-descent methods for temporal-difference learning with linear function approximation R. S. Sutton, H. R. Maei, D Precup, S Bhatnagar, D Silver, Csaba Szepesvari and E Wiewiora Conference or Workshop Item Item not available online. (2009)
Fast parallel estimation of high dimensional information theoretical quantities with low dimensional random projection ensembles Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2009)
Fast parallel estimation of high dimensional information theoretical quantities with low dimensional random projection ensembles Zoltan Szabo and András Lorincz Conference or Workshop Item Item availablity restricted. (2009)
Fast Rates for Regularized Objectives karthik Sridharan, Shai Shalev-Shwartz and Nathan Srebro Conference or Workshop Item (2009)
Fast Realistic Multi-Action Recognition using Mined Dense Spatio-temporal Features Andrew Gilbert, John Illingworth and Richard Bowden Conference or Workshop Item (2009)
Finiteness of Redundancy, Regret, Shtarkov Sums, and Jeffreys Integrals in Exponential Families Peter Grünwald and Peter Harremoes Conference or Workshop Item (2009)
Flow Complexity: Fast Polytopal Graph Complexity and 3D Object Clustering Francisco Escolano, Daniela Giorgi, Edwin Hancock, Miguel Lozano and Bianca Falcidieno Conference or Workshop Item Item not available online. (2009)
Function factorization using warped Gaussian processes Mikkel N. Schmidt Conference or Workshop Item Item not available online. (2009)
Gaussian processes and fast matrix-vector multiplies Iain Murray Conference or Workshop Item (2009)
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity B.M. Yu, John Cunningham, G. Santhanam, A. Afshar, S.I. Ryu and K.V. Shenoy Conference or Workshop Item Item not available online. (2009)
Genome-wide hierarchical classification of gene function. Nicolò Cesa-Bianchi and Giorgio Valentini Conference or Workshop Item Item not available online. (2009)
Geo-mining: Discovery of Road and Transport Networks Using Directional Patterns Dmitry Davidov and Ari Rappoport Conference or Workshop Item (2009)
Geometric Characterizations of Graphs Using Heat Kernel Embeddings Hewayda ElGhawalby and Edwin Hancock Conference or Workshop Item Item not available online. (2009)
Global Connectivity Potentials for Random Field Models Sebastian Nowozin and Christoph Lampert Conference or Workshop Item (2009)
Good Learners for Evil Teachers Ofer Dekel and Ohad Shamir Conference or Workshop Item (2009)
Graph Regularisation Using Gaussian Curvature Hewayda ElGhawalby and Edwin Hancock Conference or Workshop Item Item not available online. (2009)
Graph-Based Object Class Discovery Shengping Xia and Edwin Hancock Conference or Workshop Item Item not available online. (2009)
GREAT: a finite-state machine translation toolkit implementing a Grammatical Inference Approach for Transducer Inference (GIATI) J. González and Francisco Casacuberta Conference or Workshop Item Item not available online. (2009)
Grid Monitoring by Online Clustering Xiangliang Zhang, Cyril Furtlehner, Michele Sebag and Cecile Germain-Renaud Conference or Workshop Item Item availablity restricted. (2009)
GSML: A unified framework for sparse metric learning Kaizhu Huang, Yiming Ying and Colin Campbell Conference or Workshop Item Item not available online. (2009)
Handling Missing Values in GPS Surveys Using Survival Analysis: A GPS Case Study of Outdoor Advertising Michael May, Christine Körner, Dirk Hecker, Martial Pasquier, Urs Hofmann and Felix Mende Conference or Workshop Item Item not available online. (2009)
Handling Multimodal Information Fusion with Missing Observations Using the Neutral Point Substitution Method David Windridge, Norman Poh, Vadim Mottl, Alexander Tatarchuk and Andrey Eliseyev Conference or Workshop Item Item not available online. (2009)
Handling phrase reorderings for machine translation Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Conference or Workshop Item (2009)
Head Pose Estimation from Passive Stereo Images Michael Breitenstein, Jeppe Jensen, Carsten Høilund, Thomas Moeslund and Luc Van Gool Conference or Workshop Item Item not available online. (2009)
Hierarchical Dirichlet Trees for Information Retrieval Yee Whye Teh and Gholamreza Haffari Conference or Workshop Item Item not available online. (2009)
Hierarchical image-region labeling via structured learning Julian McAuley, Teofilo Campos, Gabriela Csurka and Florent Perronin Conference or Workshop Item (2009)
Hierarchical Learning of Dimensional Biases in Human Categorization Katherine Heller, Adam Sanborn and Nick Chater Conference or Workshop Item (2009)
Hypergraphs, Characteristic Polynomials and the Ihara Zeta Function Peng Ren, Tatjana Aleksic, Richard Wilson and Edwin Hancock Conference or Workshop Item Item not available online. (2009)
Image Saliency by Isocentric Curvedness and Color Roberto Valenti, Nicu Sebe and Theo Gevers Conference or Workshop Item Item not available online. (2009)
Image Similarity: From Syntax to Weak Semantics using Multimodal Features with Application to Multimedia Retrieval Jukka Perkiö, Antti Tuominen and Petri Myllymäki Conference or Workshop Item Item not available online. (2009)
Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item Item not available online. (2009)
Incorporating Prior Knowledge on Class Probabilities into Local Similarity Measures for Intermodality Image Registration M. Hofmann, B. Schölkopf, I. Bezrukov and N.D. Cahill Conference or Workshop Item (2009)
Indian Buffet Processes with Power-law Behavior Yee Whye Teh and Dilan Gorur Conference or Workshop Item (2009)
Inference and Validation of Networks Ilias Flaounas, Marco Turchi, Tijl De Bie and Nello Cristianini Conference or Workshop Item Item not available online. (2009)
Infinite Hierarchical Hidden Markov Models Katherine Heller, Yee Whye Teh and Dilan Gorur Conference or Workshop Item Item not available online. (2009)
Influence of graph construction on graph-based clustering measures Markus Maiker, Ulrike v. Luxburg and Matthias Hein Conference or Workshop Item Item not available online. (2009)
Integrating Distributed Bayesian Inference and Reinforcement Learning for Sensor Management C. Grappiolo, S. Whiteson, G. Pavlin and B. Bakker Conference or Workshop Item (2009)
Isocentric Color Saliency in Images Roberto Valenti, Nicu Sebe and Theo Gevers Conference or Workshop Item Item not available online. (2009)
Joint memory-based learning of syntactic and semantic dependencies in multiple languages Roser Morante, Vincent Van Asch and Antal Van den Bosch Conference or Workshop Item (2009)
Joint memory-based learning of syntactic and semantic dependencies in multiple languages Roser Morante, Vincent Van Asch and Antal Van den Bosch Conference or Workshop Item Item not available online. (2009)
Joint Pose Estimator and Feature Learning for Object Detection Karim Ali, Francois Fleuret, David Hasler and Pascal Fua Conference or Workshop Item Item not available online. (2009)
Kernel change-point analysis Zaid Harchaoui, Francis Bach and Eric Moulines Conference or Workshop Item (2009)
Kernel Methods for Detecting the Direction of Time Series J. Peters, D. Janzing, A. Gretton and B. Schölkopf Conference or Workshop Item (2009)
Kernelized sorting Novi Quadrianto, Le Song and Alex Smola Conference or Workshop Item (2009)
Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process Finale Doshi, David Knowles, Shakir Mohamed and Zoubin Ghahramani Conference or Workshop Item (2009)
Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process Finale Doshi, Shakir Mohamed, David Knowles and Zoubin Ghahramani Conference or Workshop Item (2009)
Latent causal modelling of neuroimaging data Morten Mørup, Kristoffer Madsen and Lars Kai Hansen Conference or Workshop Item Item availablity restricted. (2009)
Learnability and Stability in the General Learning Setting Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro and Karthik Sridharan Conference or Workshop Item (2009)
Learnability and Stability in the General Learning Setting Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan and Nathan Srebro Conference or Workshop Item (2009)
Learning a Self-organizing Map Model on a Riemannian Manifold Dongjun Yu, Edwin Hancock and William Smith Conference or Workshop Item Item not available online. (2009)
Learning based automatic face annotation for arbitrary poses and expressions from frontal images only Akshay Asthana, Roland Goecke, Novi Quadrianto and Tom Gedeon Conference or Workshop Item (2009)
Learning Class Specific Graph Prototypes Shengping Xia and Edwin Hancock Conference or Workshop Item Item not available online. (2009)
Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization Massih Amini, Nicolas Usunier and Cyril Goutte Conference or Workshop Item Item not available online. (2009)
Learning SVMs from Sloppily Labeled Data Guillaume Stempfel and Liva Ralaivola Conference or Workshop Item Item not available online. (2009)
Learning the scope of hedge cues in biomedical texts Roser Morante and Walter Daelemans Conference or Workshop Item Item not available online. (2009)
Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer Christoph Lampert, Hannes Nickisch and Stefan Harmeling Conference or Workshop Item (2009)
Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer Christoph Lampert, Hannes Nickisch and Stefan Harmeling Conference or Workshop Item (2009)
Learning to segment from a few well-selected training images A Farhangfar, R Greiner and Csaba Szepesvari Conference or Workshop Item (2009)
Learning unknown graphs Nicolò Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item Item not available online. (2009)
Learning unknown graphs Nicolò Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item (2009)
Learning When to Stop Thinking and Do Something B Póczos, Y Abbasi-Yadkori, Csaba Szepesvari, R Greiner and N Sturtevant Conference or Workshop Item (2009)
Leveraging Sequence Classification by Taxonomy-based Multitask Learning Christian Widmer, Jose Leiva, Yasemin Altun and Gunnar Raetsch Conference or Workshop Item (2009)
Linear classification and selective sampling under low noise conditions Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2009)
Linear Combination of SOMs for Data Imputation: Application to Financial Problems Antti Sorjamaa, Francesco Corona, Amaury Lendasse, Yoan Miche and Eric Severin Conference or Workshop Item Item availablity restricted. (2009)
Linearly constrained Bayesian matrix factorization for blind source separation Mikkel N. Schmidt Conference or Workshop Item Item not available online. (2009)
Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama and Koji Tsuda Conference or Workshop Item (2009)
Long-Term Prediction of Time Series by combining Direct and MIMO Strategies Souhaib Ben Taieb, Gianluca Bontempi, Antti Sorjamaa and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (2009)
Magrathea: Building and Analyzing Ubiquitous and Social Systems Jukka Perkiö and Petri Myllymäki Conference or Workshop Item Item not available online. (2009)
Markerless 3D Face Tracking C. Walder, M. Breidt, H.H. Bülthoff, B. Schölkopf and C. Curio Conference or Workshop Item (2009)
Matching Pursuit Kernel Fisher Discriminant Analysis Tom Diethe, Zakria Hussain, David Hardoon and John Shawe-Taylor Conference or Workshop Item (2009)
Mean Field Variational Approximation for Continuous-Time Bayesian Networks Ido Cohn, Tal El-Hay, Nir Friedman and Raz Kupferman Conference or Workshop Item (2009)
MediaMill: Guiding the User to Results Using the ForkBrowser Ork de Rooij, Cees G.M. Snoek and Marcel Worring Conference or Workshop Item Item not available online. (2009)
MICA: A Probabilistic Dependency Parser Based on Tree Insertion Grammars Srinivas Bangalore, Pierre Boullier, Alexis Nasr, Owen Rambow and Benoit Sagot Conference or Workshop Item (2009)
Mind the duality gap: Logarithmic regret algorithms for online optimization Sham Kakade and Shai Shalev-Shwartz Conference or Workshop Item (2009)
Minimum error-rate training in statistical machine translation using SVMs J. González-Rubio, D. Ortiz-Martinez and Francisco Casacuberta Conference or Workshop Item Item not available online. (2009)
Mining Local Correlation Patterns in Sets of Sequences Antti Ukkonen Conference or Workshop Item Item not available online. (2009)
Mobile Augmented Reality based 3D Snapshots P Keitler, F Pankratz, B Schwerdtfeger, D Pustka, W Rodiger, G Klinker, C Rauch, A Chathoth, John Collomosse and Y-Z Song Conference or Workshop Item (2009)
Model-based and Model-free Reinforcement Learning for Visual Servoing Amir massoud Farahmand, Azad Shademan, Martin Jagersand and Csaba Szepesvari Conference or Workshop Item (2009)
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex Arno Onken, Steffen Grunewalder, Matthias Munk and Klaus Obermayer Conference or Workshop Item Item not available online. (2009)
Modelling image complexity by independent component analysis, with application to content-based image retrieval Jukka Perkiö and Aapo Hyvärinen Conference or Workshop Item Item not available online. (2009)
Multi-scale Realtime Grid Monitoring with Job Stream Mining Xiangliang Zhang, Michele Sebag and Cecile Germain Conference or Workshop Item Item not available online. (2009)
Multi-task Gaussian Process Learning of Robot Inverse Dynamics Kian Ming Chai, Christopher Williams, Stefan Klanke and Sethu Vijayakumar Conference or Workshop Item (2009)
Multi-Way, Multi-View Learning Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Oresic and Samuel Kaski Conference or Workshop Item Item not available online. (2009)
Multi-Word Expression Identification Using Sentence Surface Features Ram Boukobza and Ari Rappoport Conference or Workshop Item (2009)
Multiple Indefinite Kernel Learning with Mixed Norm Regularization Matthieu Kowalski, Marie Szafranski and Liva Ralaivola Conference or Workshop Item (2009)
Multiple Object Tracking using Flow Linear Programming Jérôme Berclaz, Francois Fleuret and Pascal Fua Conference or Workshop Item Item not available online. (2009)
Multiplication of networks in kinship analysis Vladimir Batagelj and Andrej Mrvar Conference or Workshop Item Item not available online. (2009)
N-gram graphs: Representing documents and document sets in summary system evaluation George Giannakopoulos and Vangelis Karkaletsis Conference or Workshop Item (2009)
Neuroevolutionary reinforcement learning for generalized helicopter control R. Koppejan and S. Whiteson Conference or Workshop Item Item not available online. (2009)
Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis Fei Yan, Josef Kittler, Krystian Mikolajczyk and Muhammad Tahir Conference or Workshop Item Item not available online. (2009)
Nonlinear causal discovery with additive noise models P.O. Hoyer, D. Janzing, J.M. Mooij, J. Peters and B. Schölkopf Conference or Workshop Item (2009)
Numerical characterizations of DNA sequences based on the graphical representations Janez Žerovnik and Igor Pesek Conference or Workshop Item Item not available online. (2009)
Object Localization with Global and Local Context Kernels Matthew Blaschko and Christoph Lampert Conference or Workshop Item (2009)
On adaptive self-organization in artificial robot organisms Serge Kernbach, Heiko Hamann, Juergen Stradner, Ronald Thenius, Thomas Schmickl, A.C. van Rossum, Michele Sebag, Nicolas Bredeche, Yao Yao, Guy Baele, Yves Van de Peer, John Timmis, Maizura Mohktar, Andrew Tyrrell, A.E. Eiben, S.P. McKibbin, W. Liu and A. F.T. Winfield Conference or Workshop Item Item not available online. (2009)
On Pairwise Kernels: An Efficient Alternative and Generalization Analysis Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi and Koji Tsuda Conference or Workshop Item (2009)
On Smoothing and Inference for Topic Models Arthur Asuncion, Max Welling, Padraic Smyth and Yee Whye Teh Conference or Workshop Item (2009)
On spectral numerical characterizations of DNA sequences based on Hamori curve representation Janez Žerovnik and Igor Pesek Conference or Workshop Item Item not available online. (2009)
On the Complexity of Constraint-Based Theory Extraction Mario Boley and Thomas Gaertner Conference or Workshop Item Item not available online. (2009)
On-line, On-board Evolution of Robot Controllers Nicolas Bredeche, Evert Haasdijk and A.E. Eiben Conference or Workshop Item Item not available online. (2009)
Online blind deconvolution for Astronomy S. Harmeling, M. Hirsch, S. Sra and B. Schölkopf Conference or Workshop Item Item not available online. (2009)
Online Blind Image Deconvolution for Astronomy Stefan Harmeling, Michael Hirsch, Suvrit Sra and Bernhard Schölkopf Conference or Workshop Item (2009)
Online dictionary learning for sparse coding. Julien Mairal, Francis Bach, Guillermo Sapiro and Jean Ponce Conference or Workshop Item Item not available online. (2009)
Online multi-task learning with hard constraints Gábor Lugosi, Omiros Papaspiliopoulos and Gilles Stoltz Conference or Workshop Item Item not available online. (2009)
Open-ended On-board Evolutionary Robotics for Robot Swarms Guy Baele, Nicolas Bredeche, Evert Haasdijk, Steven Maere, Nico Michiels, Yves Van der peer, Thomas Schmickl, Christopher Schwarzer and Ronald Thenius Conference or Workshop Item Item not available online. (2009)
Optimization framework for learning a hierarchical shape vocabulary for object class detection Marko Boben, Sanja Fidler and Aleš Leonardis Conference or Workshop Item Item not available online. (2009)
Optimization of k-Space Trajectories by Bayesian Experimental Design M. Seeger, H. Nickisch, R. Pohmann and B. Schölkopf Conference or Workshop Item Item not available online. (2009)
Optimization of waste collection in Maribor. Darko Bečaj and Janez Žerovnik Conference or Workshop Item Item not available online. (2009)
Optimizing Low-Discrepancy Sequences with an Evolutionary Algorithm Francois-Michel De Rainville, Christian Gagné, Olivier Teytaud and Denis Laurendeau Conference or Workshop Item (2009)
Pairwise Similarity Propagation Based Graph Clustering for Scalable Object Indexing and Retrieval Shengping Xia and Edwin Hancock Conference or Workshop Item Item not available online. (2009)
Parakeet: a continuous speech recognition system for mobile touch-screen devices Keith Vertanen and Per Ola Kristensson Conference or Workshop Item Item not available online. (2009)
Periodic Event Detection and Recognition in Video E.P.V. Vivek and Arnold W.M. Smeulders Conference or Workshop Item Item not available online. (2009)
Permutation Tests for Studying Classifier Performance Markus Ojala and Gemma Garriga Conference or Workshop Item (2009)
Physics-Based Edge Evaluation for Improved Color Constancy Arjan Gijsenij, Theo Gevers and Joost van de Weijer Conference or Workshop Item Item not available online. (2009)
Pose Search: retrieving people using their pose Vittorio Ferrari, Manuel Marin-Jimenez and Andrew Zisserman Conference or Workshop Item (2009)
Practical development of transport routing model Alen Orbanic, Iztok Kavkler, Tomaž Perme, Matjaž Novak and Rok Strašek Conference or Workshop Item Item not available online. (2009)
Predicting BCI performance to study BCI illiteracy Benjamin Blankertz, Claudia Sanelli, Sebastian Halder, Eva-Maria Hammer, Andrea Kübler, Klaus-Robert Müller, Gabriel Curio and Thorsten Dickhaus Conference or Workshop Item (2009)
Predicting gene expression from heterogeneous data Matteo Re and Giorgio Valentini Conference or Workshop Item (2009)
Prepositional Phrase Attachment in Shallow Parsing Vincent Van Asch and Walter Daelemans Conference or Workshop Item (2009)
Probabilistic Inference over RFID Streams in Mobile Environments Thanh Tran, Charles Sutton, Richard Cocci, Yanming Nie, Yanlei Diao and Prashant Shenoy Conference or Workshop Item (2009)
Probabilistic models for incomplete multi-dimensional arrays Wei Chu and Zoubin Ghahramani Conference or Workshop Item (2009)
Probabilistic non-negative tensor factorization using Markov chain Monte Carlo Mikkel N. Schmidt and Shakir Mohamed Conference or Workshop Item Item not available online. (2009)
Probability density estimation by perturbing and combining tree structured Markov networks Sourour Ammar, Philippe Leray, Boris Defourny and Louis Wehenkel Conference or Workshop Item (2009)
Radius-Margin Bound on the Leave-One-Out Error of the LLW-M-SVM Yann Guermeur and E. Monfrini Conference or Workshop Item Item availablity restricted. (2009)
Random projections preserving the Hamming distance between words Stefano Arca, Alberto Bertoni and Giuseppe Lipori Conference or Workshop Item Item not available online. (2009)
Ranking in the algebra of the symmetric group Risi Kondor and Marconi Barbosa Conference or Workshop Item (2009)
Ranking Interesting Subgroups Stefan Rüping Conference or Workshop Item Item availablity restricted. (2009)
Razvrščanje velikih podatkovij Vladimir Batagelj, Nataša Kejžar, Barbara Japelj-Pavešič and Simona Korenjak-Černe Conference or Workshop Item Item not available online. (2009)
Real-Time Bag of Words, Approximately Jasper R.R. Uijlings, Arnold W.M. Smeulders and R.J.H. Scha Conference or Workshop Item Item not available online. (2009)
Real-Time Probabilistic Tracking of Faces in Video Giuseppe Boccignone, Paola Campadelli, Alessandro Ferrari and Giuseppe Lipori Conference or Workshop Item Item not available online. (2009)
Realising Dextrous Manipulation with Structured Manifolds using Unsupervised Kernel Regression with Structural Hints Jan Steffen, Stefan Klanke, Sethu Vijayakumar and Helge Ritter Conference or Workshop Item Item availablity restricted. (2009)
Recognition and correction of voice web search queries Keith Vertanen and Per Ola Kristensson Conference or Workshop Item (2009)
Regression Based Non-frontal Face Synthesis for Improved Identity Verification Yongkang Wong, Conrad Sanderson and Brian C. Lovell Conference or Workshop Item Item not available online. (2009)
Regret and Jeffreys Integrals in Exp. Families Peter Grünwald and Peter Harremoes Conference or Workshop Item (2009)
Regularized fitted q-iteration for planning in continuous-space markovian decision problems A. m. Farahmand, M. Ghavamzadeh, Csaba Szepesvari and S. Mannor Conference or Workshop Item Item not available online. (2009)
Regularized Policy Iteration Amir massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvari and Shie Mannor Conference or Workshop Item (2009)
Relevance grounding for planning in relational domains Tobias Lang and Marc Toussaint Conference or Workshop Item (2009)
Representing images with χ2 distance based histograms of SIFT descriptors Jorma Laaksonen and Ville Viitaniemi Conference or Workshop Item Item not available online. (2009)
Riemannian Self-Organizing Map Dongjun Yu and Edwin Hancock Conference or Workshop Item Item not available online. (2009)
Robust Bounds for Classification via Selective Sampling Nicolò Cesa-Bianchi, Claudio Gentile and Francesco Orabona Conference or Workshop Item (2009)
Robust dependency parsing for Spoken Language Understanding of spontaneous speech Frederic Bechet and Alexis Nasr Conference or Workshop Item (2009)
Robust statistical estimation applied to automatic lip segmentation B Goswami, William Christmas and Josef Kittler Conference or Workshop Item Item not available online. (2009)
Robustifying Eye Center Localization by Head Pose Cues Roberto Valenti, Zeynep Yucel and Theo Gevers Conference or Workshop Item Item not available online. (2009)
Sample Selection for Statistical Parsers: Cognitively Driven Algorithms and Evaluation Measures Roi Reichart and Ari Rappoport Conference or Workshop Item (2009)
Shadow Edge Detection Using Geometric and Photometric Features Arjan Gijsenij and Theo Gevers Conference or Workshop Item Item not available online. (2009)
Shape classification through structured learning of matching measures Longbin Chen, Julian McAuley, Rogero Feris, Tiberio Caetano and Matthew Turk Conference or Workshop Item (2009)
Significance of the Weibull Distribution and Its Sub-Models in Natural Image Statistics Victoria Yanulevskaya and Jan-Mark Geusebroek Conference or Workshop Item Item not available online. (2009)
Simulated Iterative Classification A New Learning Procedure for Graph Labeling Francis maes, stephane peters, Ludovic Denoyer and Patrick Gallinari Conference or Workshop Item Item not available online. (2009)
Sparse online model learning for robot control with support vector regression D. Nguyen-Tuong, B. Schölkopf and J. Peters Conference or Workshop Item Item not available online. (2009)
Sparse online model learning for robot control with support vector regression D. Nguyen-Tuong, B. Schölkopf and J. Peters Conference or Workshop Item Item not available online. (2009)
Sparse online model learning for robot control with support vector regression D. Nguyen-Tuong, B. Schölkopf and J. Peters Conference or Workshop Item Item not available online. (2009)
Sparse probabilistic projections Cedric Archambeau and Francis Bach Conference or Workshop Item (2009)
Spatial Normalized Gamma Processes Vinayak Rao and Yee Whye Teh Conference or Workshop Item Item not available online. (2009)
Statistical decision making for authentication and intrusion detection C. Dimitrikakis and A. Mitrokotsa Conference or Workshop Item (2009)
Statistical Machine Learning Makes Automatic Control Practical for Internet Datacenters Peter Bodik, Rean Griffith, Charles Sutton, Armando Fox, Michael I. Jordan and David A. Patterson Conference or Workshop Item (2009)
Statistical post-editing of a rule-based machine translation system A. L. Lagarda, V. Alabau, Francisco Casacuberta, R. Silva and E. Díaz de Liaño Conference or Workshop Item Item not available online. (2009)
Steerable Features for Statistical 3D Dendrite Detection, German Gonzalez, Francois Aguet, Francois Fleuret, Michael Unser and Pascal Fua Conference or Workshop Item Item not available online. (2009)
Stochastic Convex Optimization Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro and Karthik Sridharan Conference or Workshop Item (2009)
Stochastic Convex Optimization Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan and Nathan Srebro Conference or Workshop Item (2009)
Stochastic Meta Descent in Online Kernel Methods Supawan Phonpitakchai and Tony Dodd Conference or Workshop Item Item not available online. (2009)
Stochastic Methods for $\ell_1$ Regularized Loss Minimization Shai Shalev-Shwartz and Ambuj Tewari Conference or Workshop Item (2009)
STORIES in time: a graph-based interface for news tracking and discovery Bettina Berendt and Ilija Subasic Conference or Workshop Item Item not available online. (2009)
Structure learning for natural language processing Yizhao Ni, Craig Saunders, Sandor Szedmak and Mahesan Niranjan Conference or Workshop Item (2009)
Structured output regression for detection with partial truncation Andrea Vedaldi and Andrew Zisserman Conference or Workshop Item (2009)
Superior and Efficient Fully Unsupervised Pattern-based Concept Acquisition Using an Unsupervised Parser Dmitry Davidov, Roi Reichart and Ari Rappoport Conference or Workshop Item (2009)
Supervised Dictionary Learning Julien Mairal, Francis Bach, Jean Ponce, Andrew Zisserman and Guillermo Sapiro Conference or Workshop Item (2009)
Supervised Selective Combining Pattern Recognition Modalities and its Application to Signature Verification by Fusing On-Line and Off-Line Kernels Alexander Tatarchuk, Valentina Sulimova, David Windridge and Vadim Mottl Conference or Workshop Item Item not available online. (2009)
Surrogate Regret Bounds for Proper Losses Mark Reid and Bob Williamson Conference or Workshop Item (2009)
Taking advantage of sparsity in multi-task learning. K. Lounici, M. Pontil, A.B. Tsybakov and S. van de Geer Conference or Workshop Item (2009)
Testing goodness-of-t via rate distortion Peter Harremoes Conference or Workshop Item (2009)
Text entry performance of state of the art unconstrained handwriting recognition: a longitudinal user study Per Ola Kristensson and L Denby Conference or Workshop Item Item not available online. (2009)
The block diagonal infinite hidden markov model T Stepleton, Zoubin Ghahramani, G Gordon and T. S. Lee Conference or Workshop Item (2009)
The Early Visual System Selectively Pools from Scale-Tuned Neurons to Identify Distinctive Edges at All Natural Scales Sennay Ghebreab, H.S. Scholte, V.A.F. Lamme and Arnold W.M. Smeulders Conference or Workshop Item Item not available online. (2009)
The Feature Importance Ranking Measure Alexander Zien, Nicole Krämer, Sören Sonnenburg and Gunnar Rätsch Conference or Workshop Item Item not available online. (2009)
The Feature Importance Ranking Measure Alexander Zien, Nicole Krämer, Sören Sonnenburg and Gunnar Raetsch Conference or Workshop Item (2009)
The Fourth PASCAL Recognizing Textual Entailment Challenge Danilo Giampiccolo, Hoa Trang Dang, Bernardo Magnini, Ido Dagan, Elena Cabrio and Bill Dolan Conference or Workshop Item Item not available online. (2009)
The Infinite Hierarchical Hidden Markov Model Katherine Heller, Yee Whye Teh and Dilan Gorur Conference or Workshop Item (2009)
The MediaMill TRECVID 2009 Semantic Video Search Engine Cees G.M. Snoek and Et Al. Conference or Workshop Item Item not available online. (2009)
The Mondrian Process Yee Whye Teh and Daniel Roy Conference or Workshop Item Item not available online. (2009)
The NVI Clustering Evaluation Measure Roi Reichart and Ari Rappoport Conference or Workshop Item (2009)
The SemEval-2010 task on Linking Events and Their Participants in Discourse Josef Ruppenhofer, Caroline Sporleder, Roser Morante, Collin Baker and Martha Palmer Conference or Workshop Item Item not available online. (2009)
The Weibull Statistics and the Efficiency of Natural Image Categorization R. Auksztulewicz, Sennay Ghebreab, H.S. Scholte, V.A.F. Lamme and Arnold W.M. Smeulders Conference or Workshop Item Item not available online. (2009)
Towards Semi-supervised Manifold Learning: UKR with Structural Hints Jan Steffen, Stefan Klanke, Sethu Vijayakumar and Helge Ritter Conference or Workshop Item Item availablity restricted. (2009)
Translation and Extension of Concepts Across Languages Dmitry Davidov and Ari Rappoport Conference or Workshop Item (2009)
Tree based ensemble models regularization by convex optimization Bertrand Conrélusse, Pierre Geurts and Louis Wehenkel Conference or Workshop Item (2009)
Tree-based inference for dirichlet process mixtures Yang Xu, Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (2009)
Tree-Based Inference for Dirichlet Process Mixtures Yang Xu, Katherine Heller and Zoubin Ghahramani Conference or Workshop Item (2009)
Tree-Structured Stick Breaking Processes for Hierarchical Modeling Ryan Adams, Zoubin Ghahramani and Michael Jordan Conference or Workshop Item (2009)
Tree-structured stick-breaking processes for hierarchical modeling Ryan Adams, Zoubin Ghahramani and M. I. Jordan Conference or Workshop Item (2009)
Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing Moritz Grosse-Wentrup Conference or Workshop Item Item not available online. (2009)
Unsupervised and constrained dirichlet process mixture models for verb clustering Andreas Vlachos, Anna Korhonen and Zoubin Ghahramani Conference or Workshop Item (2009)
Unsupervised Argument Identification for Semantic Role Labeling Omri Abend, Roi Reichart and Ari Rappoport Conference or Workshop Item (2009)
Unsupervised Concept Discovery In Hebrew Using Simple Unsupervised Word Prefix Segmentation for Hebrew and Arabic Elad Dinur, Dmitry Davidov and Ari Rappoport Conference or Workshop Item (2009)
Upper Facial Action Unit Recognition Cemre Zor and Terry Windeatt Conference or Workshop Item Item not available online. (2009)
Using Bayesian Dynamical Systems for Motion Template Libraries Silvia Chiappa, Jens Kober and Jan Peters Conference or Workshop Item Item not available online. (2009)
Using Dependencies to Pair Samples for Multi-View Learning Abhishek Tripathi, Arto Klami and Samuel Kaski Conference or Workshop Item Item not available online. (2009)
Vanishing point detection for road detection Hui Kong, Jean-Yves Audibert and Jean Ponce Conference or Workshop Item Item not available online. (2009)
Variational Bayesian inference for partially observed stochastic dynamical systems Bo Wang and Mike Titterington Conference or Workshop Item (2009)
Variational Inference for the Indian Buffet Process Finale Doshi, Jurgen van Gael, Kurt Miller and Yee Whye Teh Conference or Workshop Item (2009)
Variational Sequence Labeling Remi Flamary, Jean-Loic Rose, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item Item not available online. (2009)
Visual Categorization with Negative Examples for Free Xirong Li and Cees G.M. Snoek Conference or Workshop Item Item not available online. (2009)
Visual Category Recognition Using Spectral Regression and Kernel Discriminant Analysis M.A. Tahir, J. Kittler, K. Mikolajczyk, F. Yan, Koen E.A. van de Sande and Theo Gevers Conference or Workshop Item Item not available online. (2009)
Visual Gist of Natural Scenes Derived from Image Statistics Parameters H.S. Scholte, Sennay Ghebreab, Arnold W.M. Smeulders and V.A.F. Lamme Conference or Workshop Item Item not available online. (2009)
Vox Populi: Collecting High-Quality Labels from a Crowd Ofer Dekel and Ohad Shamir Conference or Workshop Item (2009)
Webcam-Based Visual Gaze Estimation Roberto Valenti, Jacopo Staiano, Nicu Sebe and Theo Gevers Conference or Workshop Item Item not available online. (2009)
Weighted Graph Characteristics from Oriented Line Graph Polynomials Peng Ren, Richard Wilson and Edwin Hancock Conference or Workshop Item Item not available online. (2009)
Weighted True Path Rule: a multilabel hierarchical algorithm for gene function prediction Giorgio Valentini and Matteo Re Conference or Workshop Item (2009)
Weighted Wiener number of trees Blaž Zmazek and Janez Žerovnik Conference or Workshop Item Item not available online. (2009)
What is the Spatial Extent of an Object? Jasper R.R. Uijlings, Arnold W.M. Smeulders and R.J.H. Scha Conference or Workshop Item Item not available online. (2009)
Why one must use reweighting in Estimation Of Distribution Algorithms Fabien Teytaud and Olivier Teytaud Conference or Workshop Item (2009)
X-SOM and L-SOM: a Nested Approach for Missing Value Imputation Paul Merlin, Antti Sorjamaa, Bertrand Maillet and Amaury Lendasse Conference or Workshop Item Item availablity restricted. (2009)

Monograph

Ubiquitous Contextual Information Access with Proactive Retrieval and Augmentation Antti Ajanki, Mark Billinghurst, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki and Timo Tossavainen Monograph (22 December 2009)
Variational Inducing Kernels for Sparse Convolved Multiple Output Gaussian Processes Mauricio Alvarez, David Luengo-Garcia, Michalis Titsias and Neil Lawrence Monograph Item availablity restricted. (16 December 2009)
Algorithms and literate programs for weighted low-rank approximation with missing data I Markovsky Monograph Item not available online. (December 2009)
Max-margin structured output learning in L1 norm space Sandor Szedmak, Craig Saunders, Yizhao Ni and Juho Rousu Monograph (12 November 2009)
A Universal Machine Learning Optimization Framework For Arbitrary Outputs Sandor Szedmak and Zakria Hussain Monograph (11 November 2009)
Clustering and bifurcations in Gaussian mixture models Matthew Urry and Peter Sollich Monograph (November 2009)
Natural Actor-Critic Algorithms Shalabh Bhatnagar, Richard Sutton, Mohammad Ghavamzadeh and Mark Lee Monograph Item not available online. (October 2009)
Machine Learning in Systems Biology. Proc. 3rd International Workshop Saso Dzeroski, Pierre Geurts and Juho Rousu Monograph Item not available online. (September 2009)
Explicit probabilistic models for databases and networks Tijl De Bie Monograph Item not available online. (29 June 2009)
Canonical Horn Representations and Query Learning Marta Arias and José Balcázar Monograph (20 May 2009)
Matrix centering and low-rank approximation I Markovsky Monograph Item not available online. (March 2009)
Pure exploration for multi-armed bandit problems Sébastien Bubeck, Rémi Munos and Gilles Stoltz Monograph (15 February 2009)
A Nonconformity Approach to Model Selection for SVMs David Hardoon, Zakria Hussain and John Shawe-Taylor Monograph Item availablity restricted. (01 February 2009)
Finding interesting itemsets using a probabilistic model for binary databases Tijl De Bie Monograph Item not available online. (February 2009)
Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Monograph (February 2009)
Radius-margin bound on the leave-one-out error of a M-SVM Yann Guermeur and Emmanuel Monfrini Monograph (26 January 2009)
A new imputation method for incomplete binary data Mine Subasi, Ersoy Subasi, Martin Anthony and Peter Hammer Monograph Item not available online. (2009)
An Incremental GEM Framework for Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction S. Harmeling, S. Sra, M. Hirsch and B. Schölkopf Monograph (2009)
Graph Visualization with Latent Variable Models Kristian Nybo, Juuso Parkkinen and Samuel Kaski Monograph Item not available online. (2009)
Multiple Hypothesis Testing in Pattern Discovery Sami Hanhijärvi, Kai Puolamäki and Gemma Garriga Monograph (2009)
Multiple Object Tracking using Flow Linear Programming Jerome Berclaz, Francois Fleuret and Pascal Fua Monograph Item not available online. (2009)
Using Term-matching Algorithms for the Annotation of Geo-services Miha Grcar, Eva Klien and Blaz Novak Monograph Item not available online. (2009)
Visual analytics. Final report. Paula Järvinen, Kai Puolamäki, Pekka Siltanen and Markus Ylikerälä Monograph Item not available online. (2009)
Zulu: an Interactive Learning Competition David Combe, de la Higuera Colin and Jean-Christophe Janodet Monograph (2009)

Other

The Causality Workbench Virtual Lab Isabelle Guyon, Constantin Aliferis, Gregory Cooper, André Eisseeff, Olivier Guyon, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov Other (30 October 2009)
Protocol for Web Description Resources (POWDER): Formal Semantics Stasinos Konstantopoulos and Phil Archer Other Item not available online. (September 2009)
A Multi-Class Support Vector Machine Based on Scatter Criteria Robert Jenssen, Marius Kloft, Alexander Zien, Sören Sonnenburg and Klaus-Robert Müller Other Item not available online. (01 July 2009)
Estimation of high-dimensional low rank matrices A. Rohde and A.B. Tsybakov Other (2009)
Machine Learning Journal special issue on Mining and Learning with Graphs Thomas Gaertner and Gemma Garriga Other Item not available online. (2009)
Noisy Independent Factor Analysis Model for Density Estimation and Classification U. Amato, A. Antoniadis, A. Samarov and A.B. Tsybakov Other (2009)
Sparse classification boundaries Yu. Ingster, C. Pouet and A.B. Tsybakov Other (2009)

Patent

Unified graph matching in Euclidean spaces and applications to image comparison and retrieval Julian McAuley and Teo de Campos Patent Item not available online. (01 October 2009)
Consistent hierarchical labeling of image and image regions Julian McAuley, Teo de Campos, Gabriela Csurka and Florent Perronin Patent Item not available online. (25 August 2009)

Thesis

Computing the stochastic complexity of simple probabilistic graphical models Tommi Mononen Thesis (12 December 2009)
Computationally efficient methods for MDL-optimal density estimation and data clustering Petri Kontkanen Thesis (30 November 2009)
Apprentissage de fonctions d’ordonnancement avec peu d’exemples étiquetés: une application au routage d’information, au résumé de textes et au filtrage collaboratif Tuong-Vinh Truong Thesis (October 2009)
An information theoretic approach to finding interesting patterns in databases Kleanthis Kontonasios Thesis Item availablity restricted. (30 September 2009)
Stochastic language models for music information retrieval Carlos Pérez-Sancho Thesis (20 July 2009)
Efficient Correction Interfaces for Speech Recognition Keith Vertanen Thesis (30 April 2009)
Adaptive Learning and Mining for Data Streams and Frequent Patterns Albert Bifet Thesis Item not available online. (24 April 2009)
Audio Visual Speech Enhancement Ibrahim Almajai Thesis Item not available online. (January 2009)
Bayesian Methods for Autonomous Learning Systems Jo-Anne Ting Thesis (2009)
Discriminative Machine Learning with Structure Simon Lacoste-Julien Thesis (2009)
Learning Machine Translation in High-Dimensional Spaces Zhuoran Wang Thesis Item not available online. (2009)
Predstavitve grafov z enotsko razdaljo Boris Horvat Thesis Item not available online. (2009)
Rast v grafih (Growth in graphs) Primož Lukšic Thesis Item not available online. (2009)
The Indian Buffet Process: Scalable Inference and Extensions Finale Doshi Thesis (2009)

This list was generated on Wed Dec 17 23:25:06 GMT 2014.