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All publications by Olivier Bousquet
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The Tradeoffs of Large Scale Learning
Olivier Bousquet and Léon Bottou
Advances in Neural Information Processing Systems 20, 2007


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


Kernel Methods for Measuring Independence
Arthur Gretton, Ralf Herbrich, Olivier Bousquet, Bernhard Schölkopf and Alex J. Smola
Journal of Machine Learning Research, 2005


Limits of Spectral Clustering
Ulrike V. Luxburg, Olivier Bousquet and Mikhail Belkin
Advances in Neural Information Processing Systems 17, 2004


A Compression Approach to Support Vector Model Selection
Ulrike V. Luxburg, Olivier Bousquet and Bernhard Schölkopf
Journal of Machine Learning Research, 2004


Distance-Based Classification with Lipschitz Functions
Ulrike V. Luxburg and Olivier Bousquet
Journal of Machine Learning Research, 2004


Measure Based Regularization
Olivier Bousquet, Olivier Chapelle and Matthias Hein
Advances in Neural Information Processing Systems 16, 2003


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


Learning with Local and Global Consistency
Dengyong Zhou, Olivier Bousquet, Thomas N. Lal, Jason Weston and Bernhard Schölkopf
Advances in Neural Information Processing Systems 16, 2003


Ranking on Data Manifolds
Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet and Bernhard Schölkopf
Advances in Neural Information Processing Systems 16, 2003


On the Complexity of Learning the Kernel Matrix
Olivier Bousquet and Daniel Herrmann
Advances in Neural Information Processing Systems 15, 2002


Tracking a Small Set of Experts by Mixing Past Posteriors
Olivier Bousquet and Manfred K. Warmuth
Journal of Machine Learning Research, 2002


Stability and Generalization
Olivier Bousquet and André Elisseeff
Journal of Machine Learning Research, 2002


Stability and Generalization
Olivier Bousquet and André Elisseeff
Journal of Machine Learning Research, 2002