Denis, François

15 publications

JMLR 2016 Dimension-Free Concentration Bounds on Hankel Matrices for Spectral Learning François Denis, Mattias Gybels, Amaury Habrard

ICML 2014 Dimension-Free Concentration Bounds on Hankel Matrices for Spectral Learning François Denis, Mattias Gybels, Amaury Habrard

ALT 2010 A Spectral Approach for Probabilistic Grammatical Inference on Trees Raphaël Bailly, Amaury Habrard, François Denis

ICML 2009 Grammatical Inference as a Principal Component Analysis Problem Raphaël Bailly, François Denis, Liva Ralaivola

ALT 2007 Learning Rational Stochastic Tree Languages François Denis, Amaury Habrard

ICML 2006 CN = CPCN Liva Ralaivola, François Denis, Christophe Nicolas Magnan

ICML 2006 Efficient Learning of Naive Bayes Classifiers Under Class-Conditional Classification Noise François Denis, Christophe Nicolas Magnan, Liva Ralaivola

COLT 2006 Learning Rational Stochastic Languages François Denis, Yann Esposito, Amaury Habrard

COLT 2004 Learning Classes of Probabilistic Automata François Denis, Yann Esposito

ALT 2001 Learning Regular Languages Using RFSA François Denis, Aurélien Lemay, Alain Terlutte

MLJ 2001 Learning Regular Languages from Simple Positive Examples François Denis

ALT 2000 Learning from Positive and Unlabeled Examples Fabien Letouzey, François Denis, Rémi Gilleron

ALT 1999 Positive and Unlabeled Examples Help Learning Francesco De Comité, François Denis, Rémi Gilleron, Fabien Letouzey

ALT 1998 PAC Learning from Positive Statistical Queries François Denis

ALT 1997 PAC Learning Under Helpful Distributions François Denis, Rémi Gilleron