Olivier Bousquet

Cited by

	All	Since 2017
Citations	24245	11655
h-index	47	35
i10-index	81	66

2800

1400

700

2100

20022003200420052006200720082009201020112012201320142015201620172018201920202021202281 168 306 517 604 676 824 946 1036 996 1059 1147 1254 1359 1383 1428 1665 2035 2484 2723 1312

Public access

View all

7 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Sylvain GellyGoogle Brain ZurichVerified email at m4x.org
Jason WestonFacebookVerified email at fb.com
Ulrike von LuxburgUniversity of TübingenVerified email at informatik.uni-tuebingen.de
Arthur GrettonGatsby Computational Neuroscience Unit, UCLVerified email at gatsby.ucl.ac.uk
Andre ElisseeffGoogleVerified email at google.com
Olivier ChapelleGoogleVerified email at chapelle.cc
Gabor LugosiICREA and Universitat Pompeu FabraVerified email at upf.edu
Stephane BoucheronProfessor mathematics, Université de Paris (Paris-Diderot)Verified email at u-paris.fr
Ilya TolstikhinGoogleVerified email at google.com
Alex SmolaAmazon Web ServicesVerified email at smola.org
Denny ZhouResearch Scientist, Google BrainVerified email at google.com
Mario LučićResearch Scientist, Google BrainVerified email at google.com
Leon BottouFacebook AI ResearchVerified email at bottou.org
vapnikProfessor of Columbia, Fellow of NEC Labs America, Verified email at nec-labs.com
Matthias HeinProfessor of Computer Science, University of TübingenVerified email at uni-tuebingen.de
Olivier BachemResearch Scientist, Google BrainVerified email at google.com
Ralf HerbrichHasso Plattner InstituteVerified email at hpi.de
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Mikhail (Misha) BelkinProfessor of Data Science, Halıcıoğlu Data Science Institute, UCSDVerified email at ucsd.edu

Olivier Bousquet

Google

Verified email at m4x.org

Machine Learning Learning Theory Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning with local and global consistency D Zhou, O Bousquet, T Lal, J Weston, B Schölkopf Advances in neural information processing systems 16, 2003	4758	2003
Choosing multiple parameters for support vector machines O Chapelle, V Vapnik, O Bousquet, S Mukherjee Machine learning 46 (1), 131-159, 2002	3293	2002
The tradeoffs of large scale learning L Bottou, O Bousquet Advances in neural information processing systems 20, 2007	1848	2007
Stability and generalization O Bousquet, A Elisseeff The Journal of Machine Learning Research 2, 499-526, 2002	1636	2002
Measuring statistical dependence with Hilbert-Schmidt norms A Gretton, O Bousquet, A Smola, B Schölkopf International conference on algorithmic learning theory, 63-77, 2005	1419	2005
Ranking on data manifolds D Zhou, J Weston, A Gretton, O Bousquet, B Schölkopf Advances in neural information processing systems 16, 2003	918	2003
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	866	2018
Wasserstein auto-encoders I Tolstikhin, O Bousquet, S Gelly, B Schoelkopf arXiv preprint arXiv:1711.01558, 2017	839	2017
Local rademacher complexities PL Bartlett, O Bousquet, S Mendelson The Annals of Statistics 33 (4), 1497-1537, 2005	743	2005
Introduction to statistical learning theory O Bousquet, S Boucheron, G Lugosi Summer school on machine learning, 169-207, 2003	712	2003
Theory of classification: A survey of some recent advances S Boucheron, O Bousquet, G Lugosi ESAIM: probability and statistics 9, 323-375, 2005	675	2005
Consistency of spectral clustering U Von Luxburg, M Belkin, O Bousquet The Annals of Statistics, 555-586, 2008	646	2008
Kernel methods for measuring independence A Gretton, R Herbrich, A Smola, O Bousquet, B Schölkopf MIT Press, 2005	380	2005
A Bennett concentration inequality and its application to suprema of empirical processes O Bousquet Comptes Rendus Mathematique 334 (6), 495-500, 2002	342	2002
Concentration inequalities S Boucheron, G Lugosi, O Bousquet Summer school on machine learning, 208-240, 2003	260	2003
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	253	2018
Adagan: Boosting generative models IO Tolstikhin, S Gelly, O Bousquet, CJ Simon-Gabriel, B Schölkopf Advances in neural information processing systems 30, 2017	223	2017
Hilbertian metrics and positive definite kernels on probability measures M Hein, O Bousquet International Workshop on Artificial Intelligence and Statistics, 136-143, 2005	210	2005
Statistical performance of support vector machines G Blanchard, O Bousquet, P Massart The Annals of Statistics 36 (2), 489-531, 2008	189	2008
Moment inequalities for functions of independent random variables S Boucheron, O Bousquet, G Lugosi, P Massart The Annals of Probability 33 (2), 514-560, 2005	187	2005

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow this author

Cited by

Co-authors