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Author ID: bousquet.olivier Recent zbMATH articles by "Bousquet, Olivier"
Published as: Bousquet, Olivier

Publications by Year

Citations contained in zbMATH Open

30 Publications have been cited 1,356 times in 1,141 Documents Cited by Year
Stability and generalization. Zbl 1007.68083
Bousquet, Olivier; Elisseeff, André
158
2002
Local Rademacher complexities. Zbl 1083.62034
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
153
2005
Consistency of spectral clustering. Zbl 1133.62045
von Luxburg, Ulrike; Belkin, Mikhail; Bousquet, Olivier
141
2008
Choosing multiple parameters for support vector machines. Zbl 0998.68101
Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan
135
2002
Measuring statistical dependence with Hilbert-Schmidt norms. Zbl 1168.62354
Gretton, Arthur; Bousquet, Olivier; Smola, Alex; Schölkopf, Bernhard
131
2005
Theory of classification: a survey of some recent advances. Zbl 1136.62355
Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor
100
2005
A Bennett concentration inequality and its application to suprema of empirical processes. Zbl 1001.60021
Bousquet, Olivier
96
2002
Moment inequalities for functions of independent random variables. Zbl 1074.60018
Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal
57
2005
Kernel methods for measuring independence. Zbl 1222.68208
Gretton, Arthur; Herbrich, Ralf; Smola, Alexander; Bousquet, Olivier; Schölkopf, Bernhard
56
2005
Statistical performance of support vector machines. Zbl 1133.62044
Blanchard, Gilles; Bousquet, Olivier; Massart, Pascal
53
2008
Introduction to statistical learning theory. Zbl 1120.68428
Bousquet, Olivier; Boucheron, Stéphane; Lugosi, Gábor
52
2004
Concentration inequalities for sub-additive functions using the entropy method. Zbl 1037.60015
Bousquet, Olivier
34
2003
Concentration inequalities. Zbl 1120.68427
Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier
32
2004
Distance-based classification with Lipschitz functions. Zbl 1222.68326
Von Luxburg, Ulrike; Bousquet, Olivier
32
2004
Statistical properties of kernel principal component analysis. Zbl 1078.68133
Zwald, Laurent; Bousquet, Olivier; Blanchard, Gilles
23
2004
Statistical properties of kernel principal component analysis. Zbl 1470.62077
Blanchard, Gilles; Bousquet, Olivier; Zwald, Laurent
20
2007
Some local measures of complexity of convex hulls and generalization bounds. Zbl 1050.68055
Bousquet, Olivier; Koltchinskii, Vladimir; Panchenko, Dmitriy
17
2002
New approaches to statistical learning theory. Zbl 1101.68076
Bousquet, Olivier
13
2003
Localized Rademacher complexities. Zbl 1050.68054
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
11
2002
On the convergence of spectral clustering on random samples: the normalized case. Zbl 1078.68134
von Luxburg, Ulrike; Bousquet, Olivier; Belkin, Mikhail
8
2004
Maximal margin classification for metric spaces. Zbl 1094.68084
Hein, Matthias; Bousquet, Olivier; Schölkopf, Bernhard
8
2005
Tracking a small set of experts by mixing past posteriors. Zbl 1084.68552
Bousquet, Olivier; Warmuth, Manfred K.
6
2003
A compression approach to support vector model selection. Zbl 1222.68327
Von Luxburg, Ulrike; Bousquet, Olivier; Schölkopf, Bernhard
5
2004
Maximal margin classification for metric spaces. Zbl 1274.68316
Hein, Matthias; Bousquet, Olivier
4
2003
Combining PAC-Bayesian and generic chaining bounds. Zbl 1222.68136
Audibert, Jean-Yves; Bousquet, Olivier
3
2007
Advanced lectures on machine learning. ML summer schools 2003, Canberra, Australia, February 2–14, 2003, Tübingen, Germany, August 4–16, 2003. Revised lectures. Zbl 1120.68002
2
2004
Fast classification rates without standard margin assumptions. Zbl 1490.62152
Bousquet, Olivier; Zhivotovskiy, Nikita
2
2021
A theory of universal learning. Zbl 07765191
Bousquet, Olivier; Hanneke, Steve; Moran, Shay; van Handel, Ramon; Yehudayoff, Amir
2
2021
Prototype classification: Insights from machine learning. Zbl 1178.68414
Graf, Arnulf B. A.; Bousquet, Olivier; Rätsch, Gunnar; Schölkopf, Bernhard
1
2009
Iterated jackknives and two-sided variance inequalities. Zbl 1442.62163
Bousquet, Olivier; Houdré, Christian
1
2019
Fast classification rates without standard margin assumptions. Zbl 1490.62152
Bousquet, Olivier; Zhivotovskiy, Nikita
2
2021
A theory of universal learning. Zbl 07765191
Bousquet, Olivier; Hanneke, Steve; Moran, Shay; van Handel, Ramon; Yehudayoff, Amir
2
2021
Iterated jackknives and two-sided variance inequalities. Zbl 1442.62163
Bousquet, Olivier; Houdré, Christian
1
2019
Prototype classification: Insights from machine learning. Zbl 1178.68414
Graf, Arnulf B. A.; Bousquet, Olivier; Rätsch, Gunnar; Schölkopf, Bernhard
1
2009
Consistency of spectral clustering. Zbl 1133.62045
von Luxburg, Ulrike; Belkin, Mikhail; Bousquet, Olivier
141
2008
Statistical performance of support vector machines. Zbl 1133.62044
Blanchard, Gilles; Bousquet, Olivier; Massart, Pascal
53
2008
Statistical properties of kernel principal component analysis. Zbl 1470.62077
Blanchard, Gilles; Bousquet, Olivier; Zwald, Laurent
20
2007
Combining PAC-Bayesian and generic chaining bounds. Zbl 1222.68136
Audibert, Jean-Yves; Bousquet, Olivier
3
2007
Local Rademacher complexities. Zbl 1083.62034
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
153
2005
Measuring statistical dependence with Hilbert-Schmidt norms. Zbl 1168.62354
Gretton, Arthur; Bousquet, Olivier; Smola, Alex; Schölkopf, Bernhard
131
2005
Theory of classification: a survey of some recent advances. Zbl 1136.62355
Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor
100
2005
Moment inequalities for functions of independent random variables. Zbl 1074.60018
Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal
57
2005
Kernel methods for measuring independence. Zbl 1222.68208
Gretton, Arthur; Herbrich, Ralf; Smola, Alexander; Bousquet, Olivier; Schölkopf, Bernhard
56
2005
Maximal margin classification for metric spaces. Zbl 1094.68084
Hein, Matthias; Bousquet, Olivier; Schölkopf, Bernhard
8
2005
Introduction to statistical learning theory. Zbl 1120.68428
Bousquet, Olivier; Boucheron, Stéphane; Lugosi, Gábor
52
2004
Concentration inequalities. Zbl 1120.68427
Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier
32
2004
Distance-based classification with Lipschitz functions. Zbl 1222.68326
Von Luxburg, Ulrike; Bousquet, Olivier
32
2004
Statistical properties of kernel principal component analysis. Zbl 1078.68133
Zwald, Laurent; Bousquet, Olivier; Blanchard, Gilles
23
2004
On the convergence of spectral clustering on random samples: the normalized case. Zbl 1078.68134
von Luxburg, Ulrike; Bousquet, Olivier; Belkin, Mikhail
8
2004
A compression approach to support vector model selection. Zbl 1222.68327
Von Luxburg, Ulrike; Bousquet, Olivier; Schölkopf, Bernhard
5
2004
Advanced lectures on machine learning. ML summer schools 2003, Canberra, Australia, February 2–14, 2003, Tübingen, Germany, August 4–16, 2003. Revised lectures. Zbl 1120.68002
2
2004
Concentration inequalities for sub-additive functions using the entropy method. Zbl 1037.60015
Bousquet, Olivier
34
2003
New approaches to statistical learning theory. Zbl 1101.68076
Bousquet, Olivier
13
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
4
2003
Stability and generalization. Zbl 1007.68083
Bousquet, Olivier; Elisseeff, André
158
2002
Choosing multiple parameters for support vector machines. Zbl 0998.68101
Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan
135
2002
A Bennett concentration inequality and its application to suprema of empirical processes. Zbl 1001.60021
Bousquet, Olivier
96
2002
Some local measures of complexity of convex hulls and generalization bounds. Zbl 1050.68055
Bousquet, Olivier; Koltchinskii, Vladimir; Panchenko, Dmitriy
17
2002
Localized Rademacher complexities. Zbl 1050.68054
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
11
2002
all top 5

Cited by 1,989 Authors

14 Wu, Qiang
13 Lugosi, Gábor
13 Zhou, Dingxuan
12 Giannakis, Dimitrios
12 Mendelson, Shahar
11 Chen, Dirong
11 Clémençon, Stéphan
11 Lv, Shaogao
11 Rosasco, Lorenzo A.
11 Zhivotovskiy, Nikita
10 Lecué, Guillaume
9 Bousquet, Olivier
9 Lerasle, Matthieu
9 Schölkopf, Bernhard
9 Steinwart, Ingo
9 Sun, Hongwei
8 Blanchard, Gilles
8 Fukumizu, Kenji
8 Kolchinskiĭ, Vladimir I’ich
8 Sugiyama, Masashi
8 Suykens, Johan A. K.
8 Van de Geer, Sara Anna
8 Ying, Yiming
7 Adamczak, Radosław
7 Bartlett, Peter L.
7 Gretton, Arthur
7 Nickl, Richard
7 Slepčev, Dejan
6 Calder, Jeff
6 Cawley, Gavin C.
6 Guo, Zheng-Chu
6 Jordan, Michael Irwin
6 Lei, Yunwen
6 Lian, Heng
6 Massart, Pascal
6 Maurer, Andreas
6 Sriperumbudur, Bharath K.
6 Stuart, Andrew M.
6 Suzuki, Taiji
6 Talbot, Nicola L. C.
6 Tong, Hongzhi
6 Vayatis, Nicolas
6 Wainwright, Martin J.
6 Yu, Bin
5 Arias-Castro, Ery
5 Balakrishnan, Sivaraman
5 Das, Suddhasattwa
5 De Vito, Ernesto
5 Giné-Masdéu, Evarist
5 Harlim, John
5 Hosseini, Bamdad
5 Li, Luoqing
5 Loustau, Sébastien
5 Mukherjee, Sayan
5 Rudin, Cynthia
5 Sambale, Holger
5 Trillos, Nicolás García
5 Wahl, Martin
5 Xu, Zongben
5 Zou, Bin
4 Anguita, Davide
4 Arlot, Sylvain
4 Belkin, Mikhail
4 Biau, Gérard
4 Boucheron, Stéphane Vincent
4 Cai, Tianwen
4 Christmann, Andreas
4 Duchi, John C.
4 Garciatrillos, Nicolas
4 Hanneke, Steve
4 Kato, Kengo
4 Kontorovich, Leonid Aryeh
4 Lerman, Gilad
4 Loubes, Jean-Michel
4 Lounici, Karim
4 Ludeña, Carenne C.
4 Marchina, Antoine
4 Marteau, Clément
4 Mourtada, Jaouad
4 Müller, Klaus-Robert
4 Oneto, Luca
4 Pinelis, Iosif Froimovich
4 Ridella, Sandro
4 Samworth, Richard J.
4 Sánchez-Pérez, Enrique Alfonso
4 Sejdinovic, Dino
4 Sen, Bodhisattva
4 Singer, Amit
4 Wasserman, Larry Alan
4 Wyart, Matthieu
4 Xu, Kai
4 Yamada, Makoto
3 Alquier, Pierre
3 Amini, Arash Ali
3 Balcan, Maria-Florina
3 Bertail, Patrice
3 Bertin, Karine
3 Bertozzi, Andrea Louise
3 Bouzebda, Salim
3 Cao, Ying
...and 1,889 more Authors
all top 5

Cited in 252 Serials

86 The Annals of Statistics
60 Journal of Machine Learning Research (JMLR)
58 Machine Learning
50 Electronic Journal of Statistics
37 Pattern Recognition
37 Bernoulli
29 Neural Networks
29 Applied and Computational Harmonic Analysis
26 Neural Computation
25 Journal of Multivariate Analysis
20 Information Sciences
18 Computational Statistics and Data Analysis
14 Journal of the American Statistical Association
13 Statistics & Probability Letters
13 Probability Theory and Related Fields
11 Journal of Statistical Planning and Inference
11 Foundations of Computational Mathematics
10 The Annals of Probability
10 Journal of Complexity
10 Statistical Science
10 SIAM Journal on Mathematics of Data Science
9 Theoretical Computer Science
9 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
9 Advances in Computational Mathematics
9 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
8 Journal of Computer and System Sciences
8 Mathematical Programming. Series A. Series B
8 Analysis and Applications (Singapore)
7 The Annals of Applied Probability
7 Journal of Statistical Mechanics: Theory and Experiment
7 The Annals of Applied Statistics
6 Annals of the Institute of Statistical Mathematics
6 Journal of Econometrics
6 Constructive Approximation
6 Stochastic Processes and their Applications
6 Mathematical Methods of Statistics
6 Data Mining and Knowledge Discovery
5 Artificial Intelligence
5 Journal of Statistical Physics
5 Computers & Operations Research
5 Abstract and Applied Analysis
5 Statistical Analysis and Data Mining
5 Statistics Surveys
5 Science China. Mathematics
5 Statistics and Computing
4 Discrete Applied Mathematics
4 Journal of the Franklin Institute
4 Automatica
4 Journal of Approximation Theory
4 Mathematics of Operations Research
4 Operations Research
4 Journal of Classification
4 Physica D
4 Communications in Statistics. Theory and Methods
4 European Journal of Operational Research
4 SIAM Journal on Mathematical Analysis
4 Cybernetics and Systems Analysis
4 Statistica Sinica
4 Journal of the Korean Statistical Society
4 Journal of Statistical Theory and Practice
4 SIAM Journal on Imaging Sciences
4 Journal of Computational and Graphical Statistics
4 SIAM/ASA Journal on Uncertainty Quantification
3 Computers & Mathematics with Applications
3 Inverse Problems
3 Applied Mathematics and Computation
3 Econometrica
3 Fuzzy Sets and Systems
3 Journal of Computational and Applied Mathematics
3 SIAM Journal on Computing
3 Statistics
3 International Journal of Approximate Reasoning
3 Signal Processing
3 Communications in Statistics. Simulation and Computation
3 Journal of Statistical Computation and Simulation
3 Journal of Mathematical Sciences (New York)
3 The Journal of Artificial Intelligence Research (JAIR)
3 Electronic Journal of Probability
3 The Journal of Fourier Analysis and Applications
3 Mathematical Problems in Engineering
3 Comptes Rendus. Mathématique. Académie des Sciences, Paris
3 International Journal of Wavelets, Multiresolution and Information Processing
3 Acta Numerica
3 ALEA. Latin American Journal of Probability and Mathematical Statistics
3 Information and Inference
3 Research in the Mathematical Sciences
2 Advances in Applied Probability
2 Archive for Rational Mechanics and Analysis
2 Communications in Mathematical Physics
2 Journal of Computational Physics
2 Journal of Fluid Mechanics
2 Journal of Mathematical Analysis and Applications
2 Nonlinearity
2 Physica A
2 Scandinavian Journal of Statistics
2 Theory of Probability and its Applications
2 Advances in Mathematics
2 Biometrical Journal
2 Biometrics
2 Journal of Functional Analysis
...and 152 more Serials
all top 5

Cited in 46 Fields

670 Statistics (62-XX)
545 Computer science (68-XX)
213 Probability theory and stochastic processes (60-XX)
85 Numerical analysis (65-XX)
81 Operations research, mathematical programming (90-XX)
61 Functional analysis (46-XX)
47 Combinatorics (05-XX)
36 Information and communication theory, circuits (94-XX)
32 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
29 Operator theory (47-XX)
28 Partial differential equations (35-XX)
27 Linear and multilinear algebra; matrix theory (15-XX)
24 Approximations and expansions (41-XX)
24 Calculus of variations and optimal control; optimization (49-XX)
24 Systems theory; control (93-XX)
18 Harmonic analysis on Euclidean spaces (42-XX)
18 Biology and other natural sciences (92-XX)
17 Dynamical systems and ergodic theory (37-XX)
14 Statistical mechanics, structure of matter (82-XX)
13 Global analysis, analysis on manifolds (58-XX)
9 Quantum theory (81-XX)
8 Convex and discrete geometry (52-XX)
8 Differential geometry (53-XX)
7 Real functions (26-XX)
7 Fluid mechanics (76-XX)
5 General and overarching topics; collections (00-XX)
5 Ordinary differential equations (34-XX)
4 Mathematical logic and foundations (03-XX)
4 Integral equations (45-XX)
4 General topology (54-XX)
4 Algebraic topology (55-XX)
3 Measure and integration (28-XX)
2 Order, lattices, ordered algebraic structures (06-XX)
2 Topological groups, Lie groups (22-XX)
2 Functions of a complex variable (30-XX)
2 Potential theory (31-XX)
2 Manifolds and cell complexes (57-XX)
2 Classical thermodynamics, heat transfer (80-XX)
1 Special functions (33-XX)
1 Difference and functional equations (39-XX)
1 Abstract harmonic analysis (43-XX)
1 Integral transforms, operational calculus (44-XX)
1 Geometry (51-XX)
1 Mechanics of particles and systems (70-XX)
1 Mechanics of deformable solids (74-XX)
1 Optics, electromagnetic theory (78-XX)

Citations by Year