Alexandre Lacasse

According to our database, Alexandre Lacasse authored at least 9 papers between 2004 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2020

A combinatorial conjecture from PAC-Bayesian machine learning.

Malik Younsi, Alexandre Lacasse

CoRR, 2020

2015

Risk bounds for the majority vote: from a PAC-Bayesian analysis to a learning algorithm.

Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand, Jean-Francis Roy

J. Mach. Learn. Res., 2015

2010

Learning with Randomized Majority Votes.

Alexandre Lacasse, François Laviolette, Mario Marchand, Francis Turgeon-Boutin

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009

From PAC-Bayes Bounds to KL Regularization.

Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand, Sara Shanian

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

PAC-Bayesian learning of linear classifiers.

Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2006

PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier.

Alexandre Lacasse, François Laviolette, Mario Marchand, Pascal Germain, Nicolas Usunier

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

A PAC-Bayes Risk Bound for General Loss Functions.

Pascal Germain, Alexandre Lacasse, François Laviolette, Mario Marchand

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

A Selective Sampling Strategy for Label Ranking.

Massih-Reza Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse, Patrick Gallinari

Proceedings of the Machine Learning: ECML 2006, 2006

2004

Formal Implementation of Network Security Policies.

Alexandre Lacasse, Mohamed Mejri, Béchir Ktari

Proceedings of the Second Annual Conference on Privacy, 2004