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Olivier Bousquet
Olivier Bousquet
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Learning with local and global consistency
D Zhou, O Bousquet, T Lal, J Weston, B Schölkopf
Advances in neural information processing systems 16, 2003
55442003
Concentration inequalities
S Boucheron, G Lugosi, O Bousquet
Summer school on machine learning, 208-240, 2003
44442003
Choosing multiple parameters for support vector machines
O Chapelle, V Vapnik, O Bousquet, S Mukherjee
Machine learning 46, 131-159, 2002
35062002
The tradeoffs of large scale learning
L Bottou, O Bousquet
Advances in neural information processing systems 20, 2007
22422007
Stability and generalization
O Bousquet, A Elisseeff
The Journal of Machine Learning Research 2, 499-526, 2002
21692002
Measuring statistical dependence with Hilbert-Schmidt norms
A Gretton, O Bousquet, A Smola, B Schölkopf
International conference on algorithmic learning theory, 63-77, 2005
20022005
Wasserstein auto-encoders
I Tolstikhin, O Bousquet, S Gelly, B Schoelkopf
arXiv preprint arXiv:1711.01558, 2017
12932017
Are gans created equal? a large-scale study
M Lucic, K Kurach, M Michalski, S Gelly, O Bousquet
Advances in neural information processing systems 31, 2018
12862018
Ranking on data manifolds
D Zhou, J Weston, A Gretton, O Bousquet, B Schölkopf
Advances in neural information processing systems 16, 2003
9902003
Local rademacher complexities
PL Bartlett, O Bousquet, S Mendelson
9362005
Least-to-most prompting enables complex reasoning in large language models
D Zhou, N Schärli, L Hou, J Wei, N Scales, X Wang, D Schuurmans, C Cui, ...
arXiv preprint arXiv:2205.10625, 2022
9202022
Introduction to statistical learning theory
O Bousquet, S Boucheron, G Lugosi
Summer school on machine learning, 169-207, 2003
8492003
Theory of classification: A survey of some recent advances
S Boucheron, O Bousquet, G Lugosi
ESAIM: probability and statistics 9, 323-375, 2005
7922005
Consistency of spectral clustering
U Von Luxburg, M Belkin, O Bousquet
The Annals of Statistics, 555-586, 2008
7712008
Assessing generative models via precision and recall
MSM Sajjadi, O Bachem, M Lucic, O Bousquet, S Gelly
Advances in neural information processing systems 31, 2018
5992018
Kernel methods for measuring independence.
A Gretton, R Herbrich, A Smola, O Bousquet, B Schölkopf, A Hyvärinen
Journal of Machine Learning Research 6 (12), 2005
4722005
The visual task adaptation benchmark
X Zhai, J Puigcerver, A Kolesnikov, P Ruyssen, C Riquelme, M Lucic, ...
395*2019
Google research football: A novel reinforcement learning environment
K Kurach, A Raichuk, P Stańczyk, M Zając, O Bachem, L Espeholt, ...
Proceedings of the AAAI conference on artificial intelligence 34 (04), 4501-4510, 2020
3872020
A Bennett concentration inequality and its application to suprema of empirical processes
O Bousquet
Comptes Rendus Mathematique 334 (6), 495-500, 2002
3842002
Measuring compositional generalization: A comprehensive method on realistic data
D Keysers, N Schärli, N Scales, H Buisman, D Furrer, S Kashubin, ...
arXiv preprint arXiv:1912.09713, 2019
3642019
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