Roy, Jean-Francis

6 publications

MLJ 2020 Fast Greedy C-Bound Minimization with Guarantees Baptiste Bauvin, Cécile Capponi, Jean-Francis Roy, François Laviolette

AISTATS 2016 A Column Generation Bound Minimization Approach with PAC-Bayesian Generalization Guarantees Jean-Francis Roy, Mario Marchand, François Laviolette

AISTATS 2016 PAC-Bayesian Bounds Based on the Rényi Divergence Luc Bégin, Pascal Germain, François Laviolette, Jean-Francis Roy

JMLR 2015 Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm Pascal Germain, Alexandre Lacasse, Francois Laviolette, Mario March, Jean-Francis Roy

AISTATS 2014 PAC-Bayesian Theory for Transductive Learning Luc Bégin, Pascal Germain, François Laviolette, Jean-Francis Roy

ICML 2011 From PAC-Bayes Bounds to Quadratic Programs for Majority Votes Jean-Francis Roy, François Laviolette, Mario Marchand