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Bousquet, Olivier

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Author ID: bousquet.olivier Recent zbMATH articles by "Bousquet, Olivier"
Published as: Bousquet, Olivier
Documents Indexed: 30 Publications since 2001, including 1 Book

Publications by Year

Citations contained in zbMATH Open

24 Publications have been cited 950 times in 794 Documents Cited by Year
Choosing multiple parameters for support vector machines. Zbl 0998.68101
Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan
114
2002
Stability and generalization. Zbl 1007.68083
Bousquet, Olivier; Elisseeff, André
105
2002
Local Rademacher complexities. Zbl 1083.62034
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
100
2005
Consistency of spectral clustering. Zbl 1133.62045
von Luxburg, Ulrike; Belkin, Mikhail; Bousquet, Olivier
99
2008
A Bennett concentration inequality and its application to suprema of empirical processes. Zbl 1001.60021
Bousquet, Olivier
79
2002
Theory of classification: a survey of some recent advances. Zbl 1136.62355
Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor
78
2005
Measuring statistical dependence with Hilbert-Schmidt norms. Zbl 1168.62354
Gretton, Arthur; Bousquet, Olivier; Smola, Alex; Schölkopf, Bernhard
70
2005
Moment inequalities for functions of independent random variables. Zbl 1074.60018
Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal
47
2005
Statistical performance of support vector machines. Zbl 1133.62044
Blanchard, Gilles; Bousquet, Olivier; Massart, Pascal
44
2008
Introduction to statistical learning theory. Zbl 1120.68428
Bousquet, Olivier; Boucheron, Stéphane; Lugosi, Gábor
32
2004
Kernel methods for measuring independence. Zbl 1222.68208
Gretton, Arthur; Herbrich, Ralf; Smola, Alexander; Bousquet, Olivier; Schölkopf, Bernhard
32
2005
Concentration inequalities for sub-additive functions using the entropy method. Zbl 1037.60015
Bousquet, Olivier
27
2003
Concentration inequalities. Zbl 1120.68427
Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier
23
2004
Statistical properties of kernel principal component analysis. Zbl 1078.68133
Zwald, Laurent; Bousquet, Olivier; Blanchard, Gilles
22
2004
Distance-based classification with Lipschitz functions. Zbl 1222.68326
Von Luxburg, Ulrike; Bousquet, Olivier
17
2004
Some local measures of complexity of convex hulls and generalization bounds. Zbl 1050.68055
Bousquet, Olivier; Koltchinskii, Vladimir; Panchenko, Dmitriy
16
2002
New approaches to statistical learning theory. Zbl 1101.68076
Bousquet, Olivier
10
2003
Localized Rademacher complexities. Zbl 1050.68054
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
9
2002
On the convergence of spectral clustering on random samples: the normalized case. Zbl 1078.68134
von Luxburg, Ulrike; Bousquet, Olivier; Belkin, Mikhail
7
2004
Maximal margin classification for metric spaces. Zbl 1094.68084
Hein, Matthias; Bousquet, Olivier; Schölkopf, Bernhard
6
2005
Tracking a small set of experts by mixing past posteriors. Zbl 1084.68552
Bousquet, Olivier; Warmuth, Manfred K.
6
2003
Maximal margin classification for metric spaces. Zbl 1274.68316
Hein, Matthias; Bousquet, Olivier
3
2003
A compression approach to support vector model selection. Zbl 1222.68327
Von Luxburg, Ulrike; Bousquet, Olivier; Schölkopf, Bernhard
2
2004
Combining PAC-Bayesian and generic chaining bounds. Zbl 1222.68136
Audibert, Jean-Yves; Bousquet, Olivier
2
2007
Consistency of spectral clustering. Zbl 1133.62045
von Luxburg, Ulrike; Belkin, Mikhail; Bousquet, Olivier
99
2008
Statistical performance of support vector machines. Zbl 1133.62044
Blanchard, Gilles; Bousquet, Olivier; Massart, Pascal
44
2008
Combining PAC-Bayesian and generic chaining bounds. Zbl 1222.68136
Audibert, Jean-Yves; Bousquet, Olivier
2
2007
Local Rademacher complexities. Zbl 1083.62034
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
100
2005
Theory of classification: a survey of some recent advances. Zbl 1136.62355
Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor
78
2005
Measuring statistical dependence with Hilbert-Schmidt norms. Zbl 1168.62354
Gretton, Arthur; Bousquet, Olivier; Smola, Alex; Schölkopf, Bernhard
70
2005
Moment inequalities for functions of independent random variables. Zbl 1074.60018
Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal
47
2005
Kernel methods for measuring independence. Zbl 1222.68208
Gretton, Arthur; Herbrich, Ralf; Smola, Alexander; Bousquet, Olivier; Schölkopf, Bernhard
32
2005
Maximal margin classification for metric spaces. Zbl 1094.68084
Hein, Matthias; Bousquet, Olivier; Schölkopf, Bernhard
6
2005
Introduction to statistical learning theory. Zbl 1120.68428
Bousquet, Olivier; Boucheron, Stéphane; Lugosi, Gábor
32
2004
Concentration inequalities. Zbl 1120.68427
Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier
23
2004
Statistical properties of kernel principal component analysis. Zbl 1078.68133
Zwald, Laurent; Bousquet, Olivier; Blanchard, Gilles
22
2004
Distance-based classification with Lipschitz functions. Zbl 1222.68326
Von Luxburg, Ulrike; Bousquet, Olivier
17
2004
On the convergence of spectral clustering on random samples: the normalized case. Zbl 1078.68134
von Luxburg, Ulrike; Bousquet, Olivier; Belkin, Mikhail
7
2004
A compression approach to support vector model selection. Zbl 1222.68327
Von Luxburg, Ulrike; Bousquet, Olivier; Schölkopf, Bernhard
2
2004
Concentration inequalities for sub-additive functions using the entropy method. Zbl 1037.60015
Bousquet, Olivier
27
2003
New approaches to statistical learning theory. Zbl 1101.68076
Bousquet, Olivier
10
2003
Tracking a small set of experts by mixing past posteriors. Zbl 1084.68552
Bousquet, Olivier; Warmuth, Manfred K.
6
2003
Maximal margin classification for metric spaces. Zbl 1274.68316
Hein, Matthias; Bousquet, Olivier
3
2003
Choosing multiple parameters for support vector machines. Zbl 0998.68101
Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan
114
2002
Stability and generalization. Zbl 1007.68083
Bousquet, Olivier; Elisseeff, André
105
2002
A Bennett concentration inequality and its application to suprema of empirical processes. Zbl 1001.60021
Bousquet, Olivier
79
2002
Some local measures of complexity of convex hulls and generalization bounds. Zbl 1050.68055
Bousquet, Olivier; Koltchinskii, Vladimir; Panchenko, Dmitriy
16
2002
Localized Rademacher complexities. Zbl 1050.68054
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
9
2002
all top 5

Cited by 1,331 Authors

12 Lugosi, Gábor
12 Zhou, Dingxuan
11 Chen, Dirong
11 Mendelson, Shahar
11 Wu, Qiang
10 Lecué, Guillaume
10 Lv, Shaogao
9 Giannakis, Dimitrios
9 Lerasle, Matthieu
8 Clémençon, Stéphan
8 Fukumizu, Kenji
8 Kolchinskiĭ, Vladimir I’ich
8 Schölkopf, Bernhard
8 Sugiyama, Masashi
8 Sun, Hongwei
8 Van de Geer, Sara Anna
7 Bousquet, Olivier
7 Nickl, Richard
7 Rosasco, Lorenzo A.
7 Steinwart, Ingo
7 Ying, Yiming
6 Bartlett, Peter L.
6 Gretton, Arthur
6 Guo, Zheng-Chu
6 Massart, Pascal
6 Slepčev, Dejan
6 Wainwright, Martin J.
6 Yu, Bin
6 Zhivotovskiy, Nikita
5 Adamczak, Radosław
5 Arias-Castro, Ery
5 Cawley, Gavin C.
5 Giné-Masdéu, Evarist
5 Jordan, Michael Irwin
5 Loustau, Sébastien
5 Sambale, Holger
5 Sriperumbudur, Bharath K.
5 Suykens, Johan A. K.
5 Suzuki, Taiji
5 Talbot, Nicola L. C.
5 Tong, Hongzhi
5 Vayatis, Nicolas
4 Arlot, Sylvain
4 Biau, Gérard
4 Blanchard, Gilles
4 Boucheron, Stéphane Vincent
4 Christmann, Andreas
4 Das, Suddhasattwa
4 De Vito, Ernesto
4 Hanneke, Steve
4 Kontorovich, Leonid Aryeh
4 Li, Luoqing
4 Lian, Heng
4 Loubes, Jean-Michel
4 Lounici, Karim
4 Ludeña, Carenne C.
4 Marteau, Clément
4 Maurer, Andreas
4 Mukherjee, Sayan
4 Rudin, Cynthia
4 Singer, Amit
4 Stuart, Andrew M.
4 Trillos, Nicolás García
4 Xu, Zongben
4 Zou, Bin
3 Anguita, Davide
3 Balcan, Maria-Florina
3 Belkin, Mikhail
3 Bertail, Patrice
3 Cai, Tony Tony
3 Cao, Ying
3 Carrizosa, Emilio
3 Chen, Hong
3 Chen, Zhenyu
3 da Veiga, Sébastien
3 Fan, Xiequan
3 Gey, Servane
3 Guermeur, Yann
3 Hable, Robert
3 Hao, Peiyi
3 Hein, Matthias
3 Hosseini, Bamdad
3 Hu, Ting
3 Kato, Kengo
3 Kawanabe, Motoaki
3 Lei, Yunwen
3 Lepskiĭ, Oleg Vital’evich
3 Levrard, Clément
3 Liu, Hongwei
3 Liu, Yufeng
3 Marchina, Antoine
3 Mohri, Mehryar
3 Moscovich, Amit
3 Müller, Klaus-Robert
3 Oneto, Luca
3 Park, Changyi
3 Pereverzev, Sergei V.
3 Priebe, Carey E.
3 Príncipe, José Carlos
3 Reynaud-Bouret, Patricia
...and 1,231 more Authors
all top 5

Cited in 193 Serials

63 The Annals of Statistics
40 Electronic Journal of Statistics
36 Pattern Recognition
36 Journal of Machine Learning Research (JMLR)
34 Machine Learning
31 Bernoulli
26 Neural Computation
20 Applied and Computational Harmonic Analysis
19 Neural Networks
17 Journal of Multivariate Analysis
13 Computational Statistics and Data Analysis
12 Probability Theory and Related Fields
10 Journal of Statistical Planning and Inference
9 The Annals of Probability
9 Information Sciences
9 Journal of Complexity
9 Advances in Computational Mathematics
9 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
9 Foundations of Computational Mathematics
8 Journal of the American Statistical Association
8 Journal of Computer and System Sciences
8 Theoretical Computer Science
8 Statistical Science
7 Statistics & Probability Letters
7 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
6 Annals of the Institute of Statistical Mathematics
6 Mathematical Methods of Statistics
6 Analysis and Applications (Singapore)
6 The Annals of Applied Statistics
5 Constructive Approximation
5 The Annals of Applied Probability
5 Stochastic Processes and their Applications
5 Data Mining and Knowledge Discovery
4 Journal of Statistical Physics
4 European Journal of Operational Research
4 Mathematical Programming. Series A. Series B
4 Cybernetics and Systems Analysis
4 Abstract and Applied Analysis
4 SIAM Journal on Imaging Sciences
4 Science China. Mathematics
4 Statistics and Computing
4 SIAM/ASA Journal on Uncertainty Quantification
3 Computers & Mathematics with Applications
3 Discrete Applied Mathematics
3 Journal of the Franklin Institute
3 Automatica
3 Fuzzy Sets and Systems
3 Journal of Approximation Theory
3 Journal of Econometrics
3 Mathematics of Operations Research
3 Journal of Classification
3 Computers & Operations Research
3 Signal Processing
3 Journal of Statistical Computation and Simulation
3 SIAM Journal on Mathematical Analysis
3 The Journal of Fourier Analysis and Applications
3 Mathematical Problems in Engineering
3 International Journal of Wavelets, Multiresolution and Information Processing
3 Statistical Analysis and Data Mining
3 Statistics Surveys
3 Information and Inference
3 Research in the Mathematical Sciences
2 Artificial Intelligence
2 Communications in Mathematical Physics
2 Journal of Mathematical Analysis and Applications
2 Nonlinearity
2 Scandinavian Journal of Statistics
2 Applied Mathematics and Computation
2 Biometrical Journal
2 Journal of Computational and Applied Mathematics
2 SIAM Journal on Computing
2 SIAM Journal on Numerical Analysis
2 Statistics
2 Optimization
2 International Journal of Approximate Reasoning
2 Journal of Theoretical Probability
2 SIAM Journal on Matrix Analysis and Applications
2 Annals of Operations Research
2 Random Structures & Algorithms
2 Journal of Global Optimization
2 Computational Statistics
2 Automation and Remote Control
2 International Journal of Computer Mathematics
2 Journal of Nonlinear Science
2 Test
2 Applied Mathematics. Series B (English Edition)
2 Journal of Mathematical Sciences (New York)
2 International Journal of Computer Vision
2 Top
2 Statistica Sinica
2 The Journal of Artificial Intelligence Research (JAIR)
2 Annals of Mathematics and Artificial Intelligence
2 Electronic Journal of Probability
2 Journal of Nonparametric Statistics
2 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings
2 PAA. Pattern Analysis and Applications
2 Chaos
2 Discrete Dynamics in Nature and Society
2 Acta Mathematica Sinica. English Series
2 Comptes Rendus. Mathématique. Académie des Sciences, Paris
...and 93 more Serials
all top 5

Cited in 44 Fields

453 Statistics (62-XX)
386 Computer science (68-XX)
162 Probability theory and stochastic processes (60-XX)
67 Numerical analysis (65-XX)
54 Operations research, mathematical programming (90-XX)
41 Functional analysis (46-XX)
31 Combinatorics (05-XX)
27 Information and communication theory, circuits (94-XX)
19 Operator theory (47-XX)
17 Linear and multilinear algebra; matrix theory (15-XX)
17 Partial differential equations (35-XX)
17 Systems theory; control (93-XX)
15 Approximations and expansions (41-XX)
15 Calculus of variations and optimal control; optimization (49-XX)
13 Dynamical systems and ergodic theory (37-XX)
13 Harmonic analysis on Euclidean spaces (42-XX)
12 Global analysis, analysis on manifolds (58-XX)
12 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
11 Biology and other natural sciences (92-XX)
7 Differential geometry (53-XX)
5 Fluid mechanics (76-XX)
5 Statistical mechanics, structure of matter (82-XX)
4 Quantum theory (81-XX)
3 General and overarching topics; collections (00-XX)
3 Mathematical logic and foundations (03-XX)
3 Real functions (26-XX)
3 Measure and integration (28-XX)
3 Ordinary differential equations (34-XX)
3 Convex and discrete geometry (52-XX)
3 General topology (54-XX)
3 Algebraic topology (55-XX)
2 Topological groups, Lie groups (22-XX)
2 Functions of a complex variable (30-XX)
2 Potential theory (31-XX)
2 Integral equations (45-XX)
2 Manifolds and cell complexes (57-XX)
2 Classical thermodynamics, heat transfer (80-XX)
1 Order, lattices, ordered algebraic structures (06-XX)
1 Group theory and generalizations (20-XX)
1 Special functions (33-XX)
1 Difference and functional equations (39-XX)
1 Geometry (51-XX)
1 Mechanics of particles and systems (70-XX)
1 Mechanics of deformable solids (74-XX)

Citations by Year