Jean-Francis Roy

Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm

Pascal Germain, Alexandre Lacasse, François Laviolette et al. · arXiv (Cornell University) · 2015 · 89 citations · Full text

Engineering, Machine Learning, Computational Social Choice +27

From PAC-Bayes Bounds to Quadratic Programs for Majority Votes

Jean-Francis Roy, Mario Marchand, Fran ois Laviolette · International Conference on Machine Learning · 2011 · 49 citations

Mathematical Programming, Risk Bound, Engineering +20

Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a\n Learning Algorithm

Pascal Germain, Alexandre Lacasse, François Laviolette et al. · arXiv (Cornell University) · 2015 · 44 citations · Full text

PAC-Bayesian Bounds based on the Rényi Divergence

Luc Bégin, Pascal Germain, François Laviolette et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2016 · 43 citations · Full text

{PAC-Bayesian Theory for Transductive Learning}

Luc Bégin, Pascal Germain, François Laviolette et al. · International Conference on Artificial Intelligence and Statistics · 2014 · 25 citations

Artificial Intelligence, Engineering, Machine Learning +15