← Authors

Jean-Francis Roy

4 papers · 2014–2016 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AISTATS (3) JMLR (1)

Top co-authors

François Laviolette (4) Pascal Germain (3) Luc Bégin (2) Alexandre Lacasse (1) Mario Marchand (1) Mario March (1)

Keywords

generalization bound (2) ensemble learning (2) learning theory (2) majority vote (1) column generation (1) kullback-leibler divergence (1) sparse distribution (1) generalization error (1) pac-bayesian analysis (1) support vector machine (1) pac-bayesian bound (1) risk bound (1) pac-bayesian theory (1) rényi divergence (1) binary classification (1) transductive learning (1)

Papers

PAC-Bayesian Bounds based on the Rényi Divergence AISTATS 2016
A Column Generation Bound Minimization Approach with PAC-Bayesian Generalization Guarantees AISTATS 2016
Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm JMLR 2015
PAC-Bayesian Theory for Transductive Learning AISTATS 2014