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| 2012 | ||
|---|---|---|
| 40 | Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi: Regret in Online Combinatorial Optimization CoRR abs/1204.4710: (2012) | |
| 39 | Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert: Semantic hierarchies for image annotation: A survey. Pattern Recognition 45(1): 333-345 (2012) | |
| 2011 | ||
| 38 | Antoine Salomon, Jean-Yves Audibert: Deviations of Stochastic Bandit Regret. ALT 2011: 159-173 | |
| 37 | Mikel Rodriguez, Josef Sivic, Ivan Laptev, Jean-Yves Audibert: Data-driven crowd analysis in videos. ICCV 2011: 1235-1242 | |
| 36 | Mikel Rodriguez, Ivan Laptev, Josef Sivic, Jean-Yves Audibert: Density-aware person detection and tracking in crowds. ICCV 2011: 2423-2430 | |
| 35 | Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven: Context-Dependent Kernels for Object Classification. IEEE Trans. Pattern Anal. Mach. Intell. 33(4): 699-708 (2011) | |
| 34 | Rodolphe Jenatton, Jean-Yves Audibert, Francis Bach: Structured Variable Selection with Sparsity-Inducing Norms. Journal of Machine Learning Research 12: 2777-2824 (2011) | |
| 33 | Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi: Minimax Policies for Combinatorial Prediction Games. Journal of Machine Learning Research - Proceedings Track 19: 107-132 (2011) | |
| 2010 | ||
| 32 | Jean-Yves Audibert, Sébastien Bubeck, Rémi Munos: Best Arm Identification in Multi-Armed Bandits. COLT 2010: 41-53 | |
| 31 | Hichem Sahbi, Jean-Yves Audibert: Network-dependent kernels for image ranking. ICIP 2010: 2357-2360 | |
| 30 | Hui Kong, Jean-Yves Audibert, Jean Ponce: Detecting Abandoned Objects With a Moving Camera. IEEE Transactions on Image Processing 19(8): 2201-2210 (2010) | |
| 29 | Hui Kong, Jean-Yves Audibert, Jean Ponce: General Road Detection From a Single Image. IEEE Transactions on Image Processing 19(8): 2211-2220 (2010) | |
| 28 | Cédric Allène, Jean-Yves Audibert, Michel Couprie, Renaud Keriven: Some links between extremum spanning forests, watersheds and min-cuts. Image Vision Comput. 28(10): 1460-1471 (2010) | |
| 27 | Jean-Yves Audibert, Sébastien Bubeck: Regret Bounds and Minimax Policies under Partial Monitoring. Journal of Machine Learning Research 11: 2785-2836 (2010) | |
| 26 | Steffen Grünewälder, Jean-Yves Audibert, Manfred Opper, John Shawe-Taylor: Regret Bounds for Gaussian Process Bandit Problems. Journal of Machine Learning Research - Proceedings Track 9: 273-280 (2010) | |
| 2009 | ||
| 25 | Anne-Laure Chauve, Jean-Philippe Pons, Jean-Yves Audibert, Renaud Keriven: Transductive Segmentation of Textured Meshes. ACCV (2) 2009: 502-513 | |
| 24 | Jean-Yves Audibert, Sébastien Bubeck: Minimax Policies for Adversarial and Stochastic Bandits. COLT 2009 | |
| 23 | Hui Kong, Jean-Yves Audibert, Jean Ponce: Vanishing point detection for road detection. CVPR 2009: 96-103 | |
| 22 | Jean-Yves Audibert, Peter Auer, Alessandro Lazaric, Rémi Munos, Daniil Ryabko, Csaba Szepesvári: Workshop summary: On-line learning with limited feedback. ICML 2009: 168 | |
| 21 | Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári: Exploration-exploitation tradeoff using variance estimates in multi-armed bandits. Theor. Comput. Sci. 410(19): 1876-1902 (2009) | |
| 2008 | ||
| 20 | Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven: Context-dependent kernel design for object matching and recognition. CVPR 2008 | |
| 19 | Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert, Renaud Keriven: Manifold learning using robust Graph Laplacian for interactive image search. CVPR 2008 | |
| 18 | Olivier Duchenne, Jean-Yves Audibert, Renaud Keriven, Jean Ponce, Florent Ségonne: Segmentation by transduction. CVPR 2008 | |
| 17 | Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert, Renaud Keriven: Graph laplacian for interactive image retrieval. ICASSP 2008: 817-820 | |
| 16 | Volodymyr Mnih, Csaba Szepesvári, Jean-Yves Audibert: Empirical Bernstein stopping. ICML 2008: 672-679 | |
| 15 | Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven: Robust matching and recognition using context-dependent kernels. ICML 2008: 856-863 | |
| 14 | Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert: Semantic lattices for multiple annotation of images. Multimedia Information Retrieval 2008: 342-349 | |
| 13 | Yizao Wang, Jean-Yves Audibert, Rémi Munos: Algorithms for Infinitely Many-Armed Bandits. NIPS 2008: 1729-1736 | |
| 2007 | ||
| 12 | Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári: Tuning Bandit Algorithms in Stochastic Environments. ALT 2007: 150-165 | |
| 11 | Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven: Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval. ICCV 2007: 1-8 | |
| 10 | Amir Massoud Farahmand, Csaba Szepesvári, Jean-Yves Audibert: Manifold-adaptive dimension estimation. ICML 2007: 265-272 | |
| 9 | Jean-Yves Audibert: Progressive mixture rules are deviation suboptimal. NIPS 2007 | |
| 8 | Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg: Graph Laplacians and their Convergence on Random Neighborhood Graphs. Journal of Machine Learning Research 8: 1325-1368 (2007) | |
| 7 | Jean-Yves Audibert, Olivier Bousquet: Combining PAC-Bayesian and Generic Chaining Bounds. Journal of Machine Learning Research 8: 863-889 (2007) | |
| 2006 | ||
| 6 | Jean-Yves Audibert: A Randomized Online Learning Algorithm for Better Variance Control. COLT 2006: 392-407 | |
| 5 | Patrick Etyngier, Nikos Paragios, Renaud Keriven, Yakup Genc, Jean-Yves Audibert: Radon space and Adaboost for Pose Estimation. ICPR (1) 2006: 421-424 | |
| 4 | Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg: Graph Laplacians and their convergence on random neighborhood graphs CoRR abs/math/0608522: (2006) | |
| 2005 | ||
| 3 | Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg: From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians. COLT 2005: 470-485 | |
| 2 | Matthias Hein, Jean-Yves Audibert: Intrinsic dimensionality estimation of submanifolds in Rd. ICML 2005: 289-296 | |
| 2003 | ||
| 1 | Jean-Yves Audibert, Olivier Bousquet: PAC-Bayesian Generic Chaining. NIPS 2003 | |
Colors in the list of coauthors
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