Search Machine Learning Repository:
All publications by Françcois Laviolette
authors venues years



Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets
Alexandre Lacoste, Françcois Laviolette and Mario Marchand
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


PAC-Bayes Risk Bounds for Stochastic Averages and Majority Votes of Sample-Compressed Classifiers
Françcois Laviolette and Mario Marchand
Journal of Machine Learning Research, 2007


Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data
Zakria Hussain, Françcois Laviolette, Mario Marchand, John Shawe-taylor, S. C. Brubaker and Matthew D. Mullin
Journal of Machine Learning Research, 2007


PAC-Bayes risk bounds for sample-compressed Gibbs classifiers
Françcois Laviolette and Mario Marchand
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005