PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Arto Klami

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Number of EPrints submitted by this user: 16

Discriminative Clustering
Samuel Kaski, Janne Sinkkonen and Arto Klami
Neurocomputing 2004.

Non-parametric dependent components
Arto Klami and Samuel Kaski
In: ICASSP'05, IEEE International Conference on Acoustics, Speech, and Signal Processing, 18-23 Mar 2005, Philadelphia, USA.

Extracting yeast stress genes by dependencies between stress treatments
Arto Klami, Janne Nikkilä, Christophe Roos and Samuel Kaski
In: 4th European Conference on Computational Biology, 28 Sep - 01 Oct 2005, Madrid, Spain.

Generative models that discover dependencies between data sets
Arto Klami and Samuel Kaski
In: MLSP 2006, 6-8 Sep 2006, Maynooth, Ireland.

Local dependent components
Arto Klami and Samuel Kaski
In: 24th international conference on machine learning (ICML), 20-24 Jun 2007, Corvallis, Oregon, USA.

Modeling of mutual dependencies
Arto Klami
(2008) PhD thesis, Helsinki University of Technology.

Can relevance of images be inferred from eye movements?
Arto Klami, Craig Saunders, Teofilo de Campos and Samuel Kaski
In: ACM International Conference on Multimedia Information Retrieval, 30-31 Oct 2008, Vancouver, Canada.

Probabilistic approach to detecting dependencies between data sets
Arto Klami and Samuel Kaski
Neurocomputing Volume 72, Number 1-3, pp. 39-46, 2008. ISSN 0925-2312

Modeling of mutual dependencies
Arto Klami
(2008) PhD thesis, Helsinki University of Technology.

GaZIR: gaze-based zooming interface for image retrieval
Laszlo Kozma, Arto Klami and Samuel Kaski
In: ICMI-MLMI 2009, 2-6 Nov 2009, Cambridge, MA, USA.

Bayesian exponential family projections for coupled data sources
Arto Klami, Seppo Virtanen and Samuel Kaski
In: 26th Conference on Uncertainty in Artificial Intelligence (UAI 2010), 8-11 July 2010, Catalina Island, California, USA.

Inferring task-relevant image regions from gaze data
Arto Klami
In: 2010 IEEE International Workshop on Machine Learning for Signal Processing, 29 Aug - 01 Sep 2010, Kittilä, Finland.

Bilingual sentence matching using kernel CCA
Abhishek Tripathi, Arto Klami and Sami Virpioja
In: 2010 IEEE International Workshop on Machine Learning for Signal Processing, 29 Aug - 01 Sep 2010, Kittilä, Finland.

Matching samples of multiple views
Abhishek Tripathi, Arto Klami, Matej Orešič and Samuel Kaski
Data Mining and Knowledge Discovery 2010.

Bayesian CCA via Group Sparsity
Seppo Virtanen, Arto Klami and Samuel Kaski
In: The 28th International Conference on Machine Learning, 28 Jun - 02 Jul 2011, Bellewue, US.

Bayesian Group Factor Analysis
Seppo Virtanen, Arto Klami, Suleiman A. Khan and Samuel Kaski
In: AI & Statistics 2012, 21-23 Apr 2012, La Palma, Canary Islands.