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All publications by Jean-yves Audibert
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Regret Bounds for Gaussian Process Bandit Problems
Steffen Grünewälder, Jean-yves Audibert, Manfred Opper and John Shawe-taylor
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Workshop summary: On-line learning with limited feedback
Jean-yves Audibert, Peter Auer, Alessandro Lazaric, Rémi Munos, Daniil Ryabko and Csaba Szepesvári
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Robust matching and recognition using context-dependent kernels
Hichem Sahbi, Jean-yves Audibert, Jaonary Rabarisoa and Renaud Keriven
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Empirical Bernstein stopping
Volodymyr Mnih, Csaba Szepesvári and Jean-yves Audibert
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Algorithms for Infinitely Many-Armed Bandits
Yizao Wang, Jean-yves Audibert and Rémi Munos
Advances in Neural Information Processing Systems 21, 2008


Manifold-adaptive dimension estimation
Amir M. Farahmand, Csaba Szepesvári and Jean-yves Audibert
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Progressive mixture rules are deviation suboptimal
Jean-yves Audibert
Advances in Neural Information Processing Systems 20, 2007


Graph Laplacians and their Convergence on Random Neighborhood Graphs
Matthias Hein, Jean-yves Audibert and Ulrike V. Luxburg
Journal of Machine Learning Research, 2007


Combining PAC-Bayesian and Generic Chaining Bounds
Jean-yves Audibert and Olivier Bousquet
Journal of Machine Learning Research, 2007


Intrinsic dimensionality estimation of submanifolds in R$^{\mbox{d}}$
Matthias Hein and Jean-yves Audibert
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


PAC-Bayesian Generic Chaining
Jean-yves Audibert and Olivier Bousquet
Advances in Neural Information Processing Systems 16, 2003