Audibert, Jean-Yves

27 publications

JMLR 2013 Lower Bounds and Selectivity of Weak-Consistent Policies in Stochastic Multi-Armed Bandit Problem Antoine Salomon, Jean-Yves Audibert, Issam El Alaoui

ICCV 2011 Data-Driven Crowd Analysis in Videos Mikel Rodriguez, Josef Sivic, Ivan Laptev, Jean-Yves Audibert

ICCV 2011 Density-Aware Person Detection and Tracking in Crowds Mikel Rodriguez, Ivan Laptev, Josef Sivic, Jean-Yves Audibert

ALT 2011 Deviations of Stochastic Bandit Regret Antoine Salomon, Jean-Yves Audibert

COLT 2011 Minimax Policies for Combinatorial Prediction Games Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi

JMLR 2011 Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton, Jean-Yves Audibert, Francis Bach

COLT 2010 Best Arm Identification in Multi-Armed Bandits Jean-Yves Audibert, Sébastien Bubeck, Rémi Munos

JMLR 2010 Regret Bounds and Minimax Policies Under Partial Monitoring Jean-Yves Audibert, Sébastien Bubeck

COLT 2009 Minimax Policies for Adversarial and Stochastic Bandits Jean-Yves Audibert, Sébastien Bubeck

CVPR 2009 Vanishing Point Detection for Road Detection Hui Kong, Jean-Yves Audibert, Jean Ponce

ICML 2009 Workshop Summary: On-Line Learning with Limited Feedback Jean-Yves Audibert, Peter Auer, Alessandro Lazaric, Rémi Munos, Daniil Ryabko, Csaba Szepesvári

NeurIPS 2008 Algorithms for Infinitely Many-Armed Bandits Yizao Wang, Jean-yves Audibert, Rémi Munos

CVPR 2008 Context-Dependent Kernel Design for Object Matching and Recognition Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven

ICML 2008 Empirical Bernstein Stopping Volodymyr Mnih, Csaba Szepesvári, Jean-Yves Audibert

CVPR 2008 Manifold Learning Using Robust Graph Laplacian for Interactive Image Search Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert, Renaud Keriven

ICML 2008 Robust Matching and Recognition Using Context-Dependent Kernels Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven

CVPR 2008 Segmentation by Transduction Olivier Duchenne, Jean-Yves Audibert, Renaud Keriven, Jean Ponce, Florent Ségonne

JMLR 2007 Combining PAC-Bayesian and Generic Chaining Bounds Jean-Yves Audibert, Olivier Bousquet

JMLR 2007 Graph Laplacians and Their Convergence on Random Neighborhood Graphs Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg

ICCV 2007 Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven

ICML 2007 Manifold-Adaptive Dimension Estimation Amir Massoud Farahmand, Csaba Szepesvári, Jean-Yves Audibert

NeurIPS 2007 Progressive Mixture Rules Are Deviation Suboptimal Jean-yves Audibert

ALT 2007 Tuning Bandit Algorithms in Stochastic Environments Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári

COLT 2006 A Randomized Online Learning Algorithm for Better Variance Control Jean-Yves Audibert

COLT 2005 From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg

ICML 2005 Intrinsic Dimensionality Estimation of Submanifolds in Rd Matthias Hein, Jean-Yves Audibert

NeurIPS 2003 PAC-Bayesian Generic Chaining Jean-yves Audibert, Olivier Bousquet