Search Machine Learning Repository:
All publications by Sara Shanian
authors venues years



A PAC-Bayes Sample-compression Approach to Kernel Methods
Pascal Germain, Alexandre Lacoste, Mario Marchand, Sara Shanian and Fran├žois Laviolette
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


From PAC-Bayes Bounds to KL Regularization
Pascal Germain, Alexandre Lacasse, Mario Marchand, Sara Shanian and Fran├žois Laviolette
Advances in Neural Information Processing Systems 22, 2009