Jean-Yves Audibert

Publication Activity (10 Years)

Years Active: 2003-2014
Publications (10 Years): 0

Top Topics

Base Stock Policies

Image Annotation

Top Venues

Pattern Recognit.

Math. Oper. Res.

Publications

Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi
Regret in Online Combinatorial Optimization. Math. Oper. Res. 39 (1) (2014)
Antoine Salomon, Jean-Yves Audibert
Robustness of stochastic bandit policies. Theor. Comput. Sci. 519 (2014)
Antoine Salomon, Jean-Yves Audibert, Issam El Alaoui
Lower bounds and selectivity of weak-consistent policies in stochastic multi-armed bandit problem. J. Mach. Learn. Res. 14 (1) (2013)
Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi
Regret in Online Combinatorial Optimization CoRR (2012)
David Ok, Renaud Marlet, Jean-Yves Audibert
Efficient and Scalable 4th-Order Match Propagation. ACCV (1) (2012)
Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert
Semantic hierarchies for image annotation: A survey. Pattern Recognit. 45 (1) (2012)
Rodolphe Jenatton, Jean-Yves Audibert, Francis R. Bach
Structured Variable Selection with Sparsity-Inducing Norms. J. Mach. Learn. Res. 12 (2011)
Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven
Context-Dependent Kernels for Object Classification. IEEE Trans. Pattern Anal. Mach. Intell. 33 (4) (2011)
Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi
Minimax Policies for Combinatorial Prediction Games. COLT (2011)
Mikel Rodriguez, Josef Sivic, Ivan Laptev, Jean-Yves Audibert
Data-driven crowd analysis in videos. ICCV (2011)
Antoine Salomon, Jean-Yves Audibert
Deviations of Stochastic Bandit Regret. ALT (2011)
Mikel Rodriguez, Ivan Laptev, Josef Sivic, Jean-Yves Audibert
Density-aware person detection and tracking in crowds. ICCV (2011)
Hui Kong, Jean-Yves Audibert, Jean Ponce
General Road Detection From a Single Image. IEEE Trans. Image Process. 19 (8) (2010)
Steffen Grünewälder, Jean-Yves Audibert, Manfred Opper, John Shawe-Taylor
Regret Bounds for Gaussian Process Bandit Problems. AISTATS (2010)
Cédric Allène, Jean-Yves Audibert, Michel Couprie, Renaud Keriven
Some links between extremum spanning forests, watersheds and min-cuts. Image Vis. Comput. 28 (10) (2010)
Hichem Sahbi, Jean-Yves Audibert
Network-dependent kernels for image ranking. ICIP (2010)
Jean-Yves Audibert, Sébastien Bubeck
Regret Bounds and Minimax Policies under Partial Monitoring. J. Mach. Learn. Res. 11 (2010)
Hui Kong, Jean-Yves Audibert, Jean Ponce
Detecting Abandoned Objects With a Moving Camera. IEEE Trans. Image Process. 19 (8) (2010)
Jean-Yves Audibert, Sébastien Bubeck, Rémi Munos
Best Arm Identification in Multi-Armed Bandits. COLT (2010)
Hui Kong, Jean-Yves Audibert, Jean Ponce
Vanishing point detection for road detection. CVPR (2009)
Jean-Yves Audibert, Sébastien Bubeck
Minimax Policies for Adversarial and Stochastic Bandits. COLT (2009)
Jean-Yves Audibert, Peter Auer, Alessandro Lazaric, Rémi Munos, Daniil Ryabko, Csaba Szepesvári
Workshop summary: On-line learning with limited feedback. ICML (2009)
Anne-Laure Chauve, Jean-Philippe Pons, Jean-Yves Audibert, Renaud Keriven
Transductive Segmentation of Textured Meshes. ACCV (2) (2009)
Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári
Exploration-exploitation tradeoff using variance estimates in multi-armed bandits. Theor. Comput. Sci. 410 (19) (2009)
Olivier Duchenne, Jean-Yves Audibert, Renaud Keriven, Jean Ponce, Florent Ségonne
Segmentation by transduction. CVPR (2008)
Volodymyr Mnih, Csaba Szepesvári, Jean-Yves Audibert
Empirical Bernstein stopping. ICML (2008)
Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert, Renaud Keriven
Manifold learning using robust Graph Laplacian for interactive image search. CVPR (2008)
Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert
Semantic lattices for multiple annotation of images. Multimedia Information Retrieval (2008)
Yizao Wang, Jean-Yves Audibert, Rémi Munos
Algorithms for Infinitely Many-Armed Bandits. NIPS (2008)
Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert, Renaud Keriven
Graph laplacian for interactive image retrieval. ICASSP (2008)
Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven
Object recognition and retrieval by context dependent similarity kernels. CBMI (2008)
Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven
Robust matching and recognition using context-dependent kernels. ICML (2008)
Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven
Context-dependent kernel design for object matching and recognition. CVPR (2008)
Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári
Tuning Bandit Algorithms in Stochastic Environments. ALT (2007)
Jean-Yves Audibert, Olivier Bousquet
Combining PAC-Bayesian and Generic Chaining Bounds. J. Mach. Learn. Res. 8 (2007)
Amir Massoud Farahmand, Csaba Szepesvári, Jean-Yves Audibert
Manifold-adaptive dimension estimation. ICML (2007)
Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg
Graph Laplacians and their Convergence on Random Neighborhood Graphs. J. Mach. Learn. Res. 8 (2007)
Cédric Allène, Jean-Yves Audibert, Michel Couprie, Jean Cousty, Renaud Keriven
Some links between min-cuts, optimal spanning forests and watersheds. ISMM (1) (2007)
Jean-Yves Audibert
Progressive mixture rules are deviation suboptimal. NIPS (2007)
Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven
Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval. ICCV (2007)
Jean-Yves Audibert
A Randomized Online Learning Algorithm for Better Variance Control. COLT (2006)
Patrick Etyngier, Nikos Paragios, Renaud Keriven, Yakup Genc, Jean-Yves Audibert
Radon space and Adaboost for Pose Estimation. ICPR (1) (2006)
Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg
Graph Laplacians and their convergence on random neighborhood graphs CoRR (2006)
Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg
From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians. COLT (2005)
Matthias Hein, Jean-Yves Audibert
. ICML (2005)
Jean-Yves Audibert, Olivier Bousquet
PAC-Bayesian Generic Chaining. NIPS (2003)