Alexandre Lacasse

Publication Activity (10 Years)

Years Active: 2004-2020
Publications (10 Years): 1

Top Topics

Machine Learning

Random Selection

Bayesian Analysis

Top Venues

J. Mach. Learn. Res.

Publications

Malik Younsi, Alexandre Lacasse
A combinatorial conjecture from PAC-Bayesian machine learning. CoRR (2020)
Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand, Jean-Francis Roy
Risk bounds for the majority vote: from a PAC-Bayesian analysis to a learning algorithm. J. Mach. Learn. Res. 16 (2015)
Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand, Jean-Francis Roy
Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm. CoRR (2015)
Alexandre Lacasse, François Laviolette, Mario Marchand, Francis Turgeon-Boutin
Learning with Randomized Majority Votes. ECML/PKDD (2) (2010)
Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand, Sara Shanian
From PAC-Bayes Bounds to KL Regularization. NIPS (2009)
Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand
PAC-Bayesian learning of linear classifiers. ICML (2009)
Alexandre Lacasse, François Laviolette, Mario Marchand, Pascal Germain, Nicolas Usunier
PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier. NIPS (2006)
Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand
A PAC-Bayes Risk Bound for General Loss Functions. NIPS (2006)
Massih-Reza Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse, Patrick Gallinari
A Selective Sampling Strategy for Label Ranking. ECML (2006)
Alexandre Lacasse, Mohamed Mejri, Béchir Ktari
Formal Implementation of Network Security Policies. PST (2004)