PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

PASCAL Network

Full NameJaakko T Peltonen
TitlePostdoc
SiteHelsinki University of Technology
StatusResearcher
Tel+358 9 451 4429
Fax+358 9 451 3277
WWWwww.cis.hut.fi/jtpelto/

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Natural Language Processing
Information Retrieval & Textual Information Access
Publications

Number of records: 21.

A hidden Markov model for estimating retrovirus activities from expressed sequence databases Merja Oja, Jaakko Peltonen and Samuel Kaski Conference or Workshop Item Item not available online. (January 2007)
An information retrieval perspective on visualization of gene expression data with ontological annotation Jaakko Peltonen, Helena Aidos, Nils Gehlenborg, Alvis Brazma and Samuel Kaski Conference or Workshop Item Item not available online. (08 January 2010)
Discriminative components of data Jaakko Peltonen and Samuel Kaski Article Item not available online. (31 January 2005)
Estimating human endogeneous retrovirus activities in various tissues with a hidden Markov mixture model Merja Oja, Jaakko Peltonen, Jonas Blomberg and Samuel Kaski Conference or Workshop Item Item not available online. (July 2007)
Estimation of human endogenous retrovirus activities from expressed sequence databases Merja Oja, Jaakko Peltonen and Samuel Kaski Conference or Workshop Item (June 2006)
Fast discriminative component analysis for comparing examples Jaakko Peltonen, Jacob Goldberger and Samuel Kaski Conference or Workshop Item Item availablity restricted. (26 October 2006)
Fast Semi-supervised Discriminative Component Analysis Jaakko Peltonen, Jacob Goldberger and Samuel Kaski Conference or Workshop Item Item not available online. (06 June 2007)
Fast semi-supervised discriminative component analysis Jaakko Peltonen, Jacob Goldberger and Samuel Kaski Conference or Workshop Item (28 August 2007)
Improved learning of Riemannian metrics for exploratory analysis Jaakko Peltonen, Arto Klami and Samuel Kaski Article Item not available online. (2004)
Information retrieval perspective to nonlinear dimensionality reduction for data visualization Jarkko Venna, Jaakko Peltonen, Kristian Nybo, Helena Aidos and Samuel Kaski Article Item not available online. (2010)
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)
Learning from Relevant Tasks Only Samuel Kaski and Jaakko Peltonen Conference or Workshop Item Item not available online. (29 June 2007)
Learning from relevant tasks only Samuel Kaski and Jaakko Peltonen Book Section Item not available online. (2007)
Learning when only some of the training data are from the same distribution as test data Jaakko Peltonen and Samuel Kaski Conference or Workshop Item Item availablity restricted. (08 November 2006)
Methods for estimating human endogenous retrovirus activities from EST databases Merja Oja, Jaakko Peltonen, Jonas Blomberg and Samuel Kaski Article Item not available online. (03 May 2007)
Relevant subtask learning by constrained mixture models Jaakko Peltonen, Yusuf Yaslan and Samuel Kaski Article Item not available online. (28 November 2009)
Sequential information bottleneck for finite data Jaakko Peltonen, Janne Sinkkonen and Samuel Kaski Conference or Workshop Item Item not available online. (22 April 2004)
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)
Variational Bayes learning from relevant tasks only Jaakko Peltonen, Yusuf Yaslan and Samuel Kaski Conference or Workshop Item (31 October 2008)
Visualization by linear projections as information retrieval Jaakko Peltonen Conference or Workshop Item Item not available online. (02 April 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)

This list was generated on Sun Mar 14 19:32:23 GMT 2010.