Gutmann, Michael

5 publications

AISTATS 2014 Estimating Dependency Structures for Non-Gaussian Components with Linear and Energy Correlations Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen

MLJ 2013 Correlated Topographic Analysis: Estimating an Ordering of Correlated Components Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen

UAI 2011 Bregman Divergence as General Framework to Estimate Unnormalized Statistical Models Michael Gutmann, Junichiro Hirayama

UAI 2010 A Family of Computationally E Cient and Simple Estimators for Unnormalized Statistical Models Miika Pihlaja, Michael Gutmann, Aapo Hyvärinen

AISTATS 2010 Noise-Contrastive Estimation: A New Estimation Principle for Unnormalized Statistical Models Michael Gutmann, Aapo Hyvärinen