Michael Gutmann

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Bregman Divergence as General Framework to Estimate Unnormalized Statistical Models (UAI2011)

Complex-Valued Independent Component Analysis of Natural Images (ICANN2011)

Extracting Coactivated Features From Multiple Data Sets (ICANN2011)

Noise-contrastive estimation of unnormalized statistical models, and its application to natural image statistics (submitted)

Affiliation

Research topic

I do research in the overlapping fields of

Machine learning and estimation theory

Natural image statistics

Computational neuroscience

Previous affiliations

For my PhD (till 2008):
Aihara Laboratory
Graduate School of Information Science and Technology
The University of Tokyo

For my MSc 1 (till 2004):
Department of Information Techology and Electrical Engineering
Swiss Federal Institute of Technology Zurich (ETH)

For my MSc 2 (till 2004):
Ecole Centrale des Arts et Manufactures Paris (ECP)