PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Year: 2013

Article

Mask estimation and imputation methods for missing data speech recognition in a multisource reverberant environment Sami Keronen, Heikki Kallasjoki, Ulpu Remes, Guy J. Brown, Jort F. Gemmeke and Kalle J. Palomäki Article Item not available online. (May 2013)
A soft-switching blind equalization scheme via convex combination of adaptive filters Magno Silva and Jerónimo Arenas-Garcia Article Item availablity restricted. (March 2013)
Toward a classification of finite partial-monitoring games András Antos, Gabor Bartok, Dávid Pál and Csaba Szepesvari Article Item not available online. (18 February 2013)
Bayesian nonparametrics and the probabilistic approach to modelling Zoubin Ghahramani Article (13 February 2013)
IM3SHAPE: A maximum-likelihood galaxy shear measurement code for cosmic gravitational lensing Joe Zuntz, Tomasz Kacprzak, Lisa Voigt, Michael Hirsch, Barnaby Rowe and Sarah Bridle Article (01 February 2013)
Can Computers Learn from the Aesthetic Wisdom of the Crowd? Christian Bauckhage and Kristian Kersting Article Item not available online. (February 2013)
NetBox: a Probabilistic Method for Modeling and Mining Market Basket Data José Miguel Hernánez Lobato and Zoubin Ghahramani Article Item not available online. (February 2013)
Personalising speech-to-speech translation: Unsupervised cross-lingual speaker adaptation for HMM-based speech synthesis John Dines, Hui Liang, Lakshmi Saheer, Matthew Gibson, William Byrne, Keiichiro Oura, Keiichi Tokuda, Junichi Yamagishi, Simon King, Mirjam Wester, Teemu Hirsimäki, Reima Karhila and Mikko Kurimo Article Item not available online. (February 2013)
Regret Bounds for Restless Markov Bandits Ronald Ortner, Daniil Ryabko, Peter Auer and Rémi Munos Article Item not available online. (29 January 2013)
STDP in Winner-Take-All Circuits Installs an Online Approximation to Hidden Markov Model Learning David Kappel, Bernhard Nessler and Wolfgang Maass Article Item not available online. (22 January 2013)
Evaluation and Analysis of the Performance of the EXP3 Algorithm in Stochastic Environments Yevgeny Seldin, Csaba Szepesvári, Peter Auer and Yasin Abbasi-Yadkori Article (12 January 2013)
A Lasso Multi-Marker Mixed Model for Association Mapping with Population Structure Correction Barbara Rakitsch, Christoph Lippert, Oliver Stegle and Karsten Borgwardt Article Item not available online. (January 2013)
A study on output normalization in multiclass svms Luis Gonzalez-Abril, Francisco Velasco, Cecilio Angulo and Juan Antonio Ortega Article (January 2013)
Learning a Markov Logic Network for supervised gene regulatory network inference Céline Brouard, Christel Vrain, Julie Dubois, David Castel, Marie-Anne Debily and Florence d'Alché-Buc Article (January 2013)
Multitask Remote Sensing Data Classification Jose Leiva-Murillo, Luis Gomez-Chova and Gustavo Camps-Valls Article (January 2013)
(Non-)existence of Polynomial Kernels for the Test Cover Problem G Gutin, G. Muciaccia and A. Yeo Article Item not available online. (2013)
A neural network algorithm for semi-supervised node label learning from unbalanced data Marco Frasca, Alberto Bertoni, Matteo Re and Giorgio Valentini Article (2013)
A Robust and Scalable Visual Category and Action Recognition System using Kernel Discriminant Analysis with Spectral Regression Muhammad Tahir, Fei Yan, Piotr Koniusz, Muhammad Awais, Mark Barnard, Krystian Mikolajczyk and Josef Kittler Article Item not available online. (2013)
BoostingTree: Parallel Selection of Weak Learners in Boosting, with Application to Ranking Levente Kocsis, Andras Gyorgy and Andrea N. Bán Article Item not available online. (2013)
Consistent order estimation and minimal penalties Elisabeth Gassiat Article Item not available online. (2013)
Dictionary Learning Based Sparse Coefficients for Audio Classification with Max and Average Pooling Syed Zubair, Fei Yan and Wenwu Wang Article Item not available online. (2013)
Dynamic Policy Programming Mohammad Azar and Bert Kappen Article Item not available online. (2013)
Estimating the probability of success of a simple algorithm for switched linear regression fabien lauer Article Item not available online. (2013)
Gaussian Process Vine Copulas for Multivariate Dependence David López-Paz, José Miguel Hernánez Lobato and Zoubin Ghahramani Article (2013)
Hybrid regulatory models: a statistically tractable approach to model regulatory network dynamics. Andrea Ocone, Andrew Millar and Guido Sanguinetti Article Item not available online. (2013)
Joint estimation of intersecting context tree models Antonio Galves, Aurelien Garivier and Elisabeth Gassiat Article Item not available online. (2013)
Learned Graphical Models for Probabilistic Planning Provide a New Class of Movement Primitives Elmar Rückert, Gerhard Neumann, Marc Toussaint and Wolfgang Maass Article Item not available online. (2013)
Minimax PAC Bounds on the Sample Complexity of Reinforcement Learning with a Generative Model Mohammad Azar, Remi Munos and Bert Kappen Article Item not available online. (2013)
Probabilistic movement modeling for intention inference in human-robot interaction Z Wang, K Mülling, M Deisenroth, H Ben Amor, D Vogt, Bernhard Schölkopf and J Peters Article Item not available online. (2013)
Random spanning trees and the prediction of weighted graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Article (2013)
Random walk kernels and learning curves for Gaussian process regression on random graphs Matthew Urry and Peter Sollich Article (2013)
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization Shai Shalev-Shwartz and Tong Zhang Article (2013)
The ChaLearn Gesture Dataset (CGD 2011) Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk and Hugo Jair Escalante Article (2013)
The local geometry of finite mixtures Elisabeth Gassiat and Ramon van Handel Article Item not available online. (2013)
Variational Optimisation Joe Staines and David Barber Article Item not available online. (2013)

Book

Concentration Inequalities A Nonasymptotic Theory of Independence Stephane Boucheron, Gábor Lugosi and Pascal Massart Book (07 February 2013)

Book Section

Mining Regulatory Network Connections by Ranking Transcription Factor Target Genes Using Time Series Expression Data Antti Honkela, Magnus Rattray and Neil Lawrence Book Section Item not available online. (2013)
Robust tests for model selection Lucien Birgé Book Section Item not available online. (2013)

Conference or Workshop Item

Hollywood 3D: Recognizing Actions in 3D Natural Scenes Simon Hadfield and Richard Bowden Conference or Workshop Item Item not available online. (25 June 2013)
A framework for automatic sports video annotation with anomaly detection and transfer learning Teo de Campos, Aftab Khan, Fei Yan, Nazli Faraji Davar, David Windridge, Josef Kittler and William Christmas Conference or Workshop Item Item not available online. (11 April 2013)
A Simple Geometric Interpretation of SVM using Stochastic Adversaries Roi Livni and Amir Globerson Conference or Workshop Item (01 April 2013)
Empowering Automatic Data-Center Management with Machine Learning Josep Berral, Ricard Gavaldà and Jordi Torres Conference or Workshop Item Item not available online. (18 March 2013)
Keep it simple stupid—On the effect of lower-order terms in BIC-like criteria Teemu Roos and Yuan Zou Conference or Workshop Item (10 February 2013)
Regret minimization for reserve prices in second-price auctions Nicolò Cesa-Bianchi, Claudio Gentile and Yishay Mansour Conference or Workshop Item (January 2013)
A Blind Deconvolution Approach for Pseudo CT Prediction from MR Image Pairs M Hirsch, M Hofmann, F Mantlik, M Habeck, BJ Pichler and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2013)
Domain Generalization via Invariant Feature Representation K Muandet, D Balduzzi and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2013)
Dynamic Copula Networks for Modeling Real-valued Time Series Gal Elidan, Israel Nelken, Adi Mizrahi and Gideon Rothschild Conference or Workshop Item (2013)
Explaining unintelligible words by means of their context Balazs Pinter, Gyula Voros, Zoltan Szabo and András Lorincz Conference or Workshop Item Item not available online. (2013)
Learned Muscle Synergies as Prior in Dynamical Systems for Controlling Bio-mechanical and Robotic Systems Elmar Rückert and Andrea d'Avella Conference or Workshop Item Item not available online. (2013)
Learning, Agents and Formal Languages: State of the Art Leonor Becerra and M. Dolores Jiménez-López Conference or Workshop Item Item not available online. (2013)
Mirror Descent meets Fixed Share (and feels no regret) Nicolò Cesa-Bianchi, Pierre Gaillard, Gábor Lugosi and Gilles Stoltz Conference or Workshop Item (2013)
Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark Mohamed-Redouane Khouadjia, Marc Schoenauer, Vncent Vidal, Johann Dréo and Pierre Savéant Conference or Workshop Item (2013)
Optimistic Planning for Belief-Augmented Markov Decision Processes Raphael Fonteneau, Lucian Busoniu and Rémi Munos Conference or Workshop Item Item not available online. (2013)
Probabilistic Modeling of Human Movements for Intention Inference Z Wang, M Deisenroth, H Ben Amor, D Vogt, Bernhard Schölkopf and J Peters Conference or Workshop Item Item not available online. (2013)
Random function priors for exchangeable arrays with applications to graphs and relational data James Lloyd, Peter Orbanz, Zoubin Ghahramani and Daniel Roy Conference or Workshop Item (2013)
Regret minimization for reserve prices in second-price auctions Nicolò Cesa-Bianchi, Claudio Gentile and Yishay Mansour Conference or Workshop Item (2013)
Results and Analysis of the ChaLearn Gesture Challenge 2012 Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante and Ben Hamner Conference or Workshop Item (2013)
Stochastic Simultaneous Optimistic Optimization Michal Valko, Alexandra Carpentier and Rémi Munos Conference or Workshop Item Item not available online. (2013)
Structure and Dynamics of Information Pathways in On-line Media M Gomez Rodriguez, J Leskovec and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2013)
Superevolution: Sex as Gibbs Sampling Chris Watkins and Yvonne Buttkewitz Conference or Workshop Item Item availablity restricted. (2013)
Toward Optimal Stratification for Stratified Monte-Carlo Integration Alexandra Carpentier and Rémi Munos Conference or Workshop Item Item not available online. (2013)

Monograph

Large margin case-based reasoning Martin Anthony and Joel Ratsaby Monograph Item not available online. (February 2013)
Word Storms: Multiples of Word Clouds for Visual Comparison of Documents Quim Castella and Charles Sutton Monograph Item not available online. (January 2013)

Thesis

The estimation and use of 3D information, for natural human action recognition Simon Hadfield Thesis (May 2013)

This list was generated on Tue Jul 29 20:25:59 BST 2014.