Jean-Yves Audibert

8 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• Lower Bounds and Selectivity of Weak-Consistent Policies in Stochastic Multi-Armed Bandit Problem — Journal of Machine Learning Research 2013
• Robust linear least squares regression — The Annals of Statistics 2011
• Structured Variable Selection with Sparsity-Inducing Norms — Journal of Machine Learning Research 2011
• Regret Bounds and Minimax Policies under Partial Monitoring — Journal of Machine Learning Research 2010
• Fast learning rates in statistical inference through aggregation — The Annals of Statistics 2009
• Fast learning rates for plug-in classifiers — The Annals of Statistics 2007
• Combining PAC-Bayesian and Generic Chaining Bounds — Journal of Machine Learning Research 2007
• Graph Laplacians and their Convergence on Random Neighborhood Graphs — Journal of Machine Learning Research 2007