Edit Profile (opens in new tab) Boucheron, Stéphane Vincent Co-Author Distance Author ID: boucheron.stephane-vincent Published as: Boucheron, Stéphane; Boucheron, S.; Boucheron, Stephane; Boucheron, Stéphane Vincent more...less External Links: ORCID Documents Indexed: 31 Publications since 1997, including 3 Books 1 Contribution as Editor Co-Authors: 25 Co-Authors with 31 Joint Publications 770 Co-Co-Authors all top 5 Co-Authors 1 single-authored 11 Lugosi, Gábor 7 Gassiat, Elisabeth 7 Massart, Pascal 4 Bousquet, Olivier 3 Fernandez de la Vega, Wenceslas 2 Bartlett, Peter L. 2 Bontemps, Dominique 2 Ohannessian, Mesrob I. 2 Thomas, Maud 2 Vayatis, Nicolas 1 Badouel, Eric 1 Barraez, Daniel 1 Ben-Hamou, Anna 1 Benjamini, Itai 1 Dasgupta, Sanjoy 1 Dicky, Anne 1 Gamboa, Fabrice 1 Gardy, Danièle 1 Garivier, Aurélien 1 Léonard, Christian 1 Petit, Antoine C. 1 Rossignol, Raphaël 1 Salamatian, Mohammad Reza 1 Santha, Miklos 1 Weil, Pascal 1 Zeitoun, Marc all top 5 Serials 6 IEEE Transactions on Information Theory 3 The Annals of Probability 3 Combinatorics, Probability and Computing 2 Random Structures & Algorithms 2 Electronic Journal of Statistics 1 Probability Theory and Related Fields 1 Machine Learning 1 The Annals of Applied Probability 1 Electronic Journal of Probability 1 Electronic Communications in Probability 1 Bernoulli 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Panoramas et Synthèses 1 SCOPOS 1 Sankhyā. Series A all top 5 Fields 18 Probability theory and stochastic processes (60-XX) 11 Statistics (62-XX) 10 Computer science (68-XX) 6 Combinatorics (05-XX) 5 Information and communication theory, circuits (94-XX) 3 Measure and integration (28-XX) 2 Difference and functional equations (39-XX) 1 General and overarching topics; collections (00-XX) 1 Convex and discrete geometry (52-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 23 Publications have been cited 1,193 times in 1,050 Documents Cited by ▼ Year ▼ Concentration inequalities. A nonasymptotic theory of independence. Zbl 1279.60005 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 538 2013 Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition. Zbl 1337.60003 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 125 2016 Theory of classification: a survey of some recent advances. Zbl 1136.62355 Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor 99 2005 Concentration inequalities using the entropy method. Zbl 1051.60020 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 68 2003 Model selection and error estimation. Zbl 0998.68117 Bartlett, Peter L.; Boucheron, Stéphane; Lugosi, Gábor 58 2002 Moment inequalities for functions of independent random variables. Zbl 1074.60018 Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal 56 2005 Introduction to statistical learning theory. Zbl 1120.68428 Bousquet, Olivier; Boucheron, Stéphane; Lugosi, Gábor 49 2004 A sharp concentration inequality with applications. Zbl 0954.60008 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 36 2000 Concentration inequalities. Zbl 1120.68427 Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier 32 2004 Concentration inequalities in the infinite urn scheme for occupancy counts and the missing mass, with applications. Zbl 1366.60016 Ben-Hamou, Anna; Boucheron, Stéphane; Ohannessian, Mesrob I. 19 2017 A Bernstein-von Mises theorem for discrete probability distributions. Zbl 1326.62036 Boucheron, S.; Gassiat, E. 17 2009 Optimal error exponents in hidden Markov models order estimation. Zbl 1065.62148 Gassiat, Elisabeth; Boucheron, Stéphane 14 2003 Concentration inequalities for order statistics. Zbl 1349.60021 Boucheron, Stéphane Vincent; Thomas, Maud 13 2012 A high-dimensional Wilks phenomenon. Zbl 1230.62072 Boucheron, Stéphane; Massart, Pascal 13 2011 On the fluctuations of the giant component. Zbl 0969.05054 Barraez, D.; Boucheron, S.; Fernandez de la Vega, W. 12 2000 Bins and balls: Large deviations of the empirical occupancy process. Zbl 1013.60017 Boucheron, Stéphane; Gamboa, Fabrice; Léonard, Christian 11 2002 On concentration of self-bounding functions. Zbl 1189.60040 Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal 11 2009 An urn model form learning theory. Zbl 0872.60005 Boucheron, Stéphane; Gardy, Danièle 7 1997 Sharp threshold for percolation on expanders. Zbl 1239.60090 Benjamini, Itai; Boucheron, Stéphane; Lugosi, Gábor; Rossignol, Raphaël 6 2012 On the independence number of random interval graphs. Zbl 0999.60024 Boucheron, S.; de la Vega, W. Fernandez 3 2001 Coding on countably infinite alphabets. Zbl 1367.94151 Boucheron, Stéphane; Garivier, Aurélien; Gassiat, Elisabeth 3 2009 Tail index estimation, concentration and adaptivity. Zbl 1352.60025 Boucheron, Stéphane; Thomas, Maud 2 2015 Error exponents for AR order testing. Zbl 1284.62545 Boucheron, Stéphane; Gassiat, Elisabeth 1 2006 Concentration inequalities in the infinite urn scheme for occupancy counts and the missing mass, with applications. Zbl 1366.60016 Ben-Hamou, Anna; Boucheron, Stéphane; Ohannessian, Mesrob I. 19 2017 Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition. Zbl 1337.60003 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 125 2016 Tail index estimation, concentration and adaptivity. Zbl 1352.60025 Boucheron, Stéphane; Thomas, Maud 2 2015 Concentration inequalities. A nonasymptotic theory of independence. Zbl 1279.60005 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 538 2013 Concentration inequalities for order statistics. Zbl 1349.60021 Boucheron, Stéphane Vincent; Thomas, Maud 13 2012 Sharp threshold for percolation on expanders. Zbl 1239.60090 Benjamini, Itai; Boucheron, Stéphane; Lugosi, Gábor; Rossignol, Raphaël 6 2012 A high-dimensional Wilks phenomenon. Zbl 1230.62072 Boucheron, Stéphane; Massart, Pascal 13 2011 A Bernstein-von Mises theorem for discrete probability distributions. Zbl 1326.62036 Boucheron, S.; Gassiat, E. 17 2009 On concentration of self-bounding functions. Zbl 1189.60040 Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal 11 2009 Coding on countably infinite alphabets. Zbl 1367.94151 Boucheron, Stéphane; Garivier, Aurélien; Gassiat, Elisabeth 3 2009 Error exponents for AR order testing. Zbl 1284.62545 Boucheron, Stéphane; Gassiat, Elisabeth 1 2006 Theory of classification: a survey of some recent advances. Zbl 1136.62355 Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor 99 2005 Moment inequalities for functions of independent random variables. Zbl 1074.60018 Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal 56 2005 Introduction to statistical learning theory. Zbl 1120.68428 Bousquet, Olivier; Boucheron, Stéphane; Lugosi, Gábor 49 2004 Concentration inequalities. Zbl 1120.68427 Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier 32 2004 Concentration inequalities using the entropy method. Zbl 1051.60020 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 68 2003 Optimal error exponents in hidden Markov models order estimation. Zbl 1065.62148 Gassiat, Elisabeth; Boucheron, Stéphane 14 2003 Model selection and error estimation. Zbl 0998.68117 Bartlett, Peter L.; Boucheron, Stéphane; Lugosi, Gábor 58 2002 Bins and balls: Large deviations of the empirical occupancy process. Zbl 1013.60017 Boucheron, Stéphane; Gamboa, Fabrice; Léonard, Christian 11 2002 On the independence number of random interval graphs. Zbl 0999.60024 Boucheron, S.; de la Vega, W. Fernandez 3 2001 A sharp concentration inequality with applications. Zbl 0954.60008 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 36 2000 On the fluctuations of the giant component. Zbl 0969.05054 Barraez, D.; Boucheron, S.; Fernandez de la Vega, W. 12 2000 An urn model form learning theory. Zbl 0872.60005 Boucheron, Stéphane; Gardy, Danièle 7 1997 all cited Publications top 5 cited Publications all top 5 Cited by 1,605 Authors 22 Lugosi, Gábor 22 Mendelson, Shahar 13 Lecué, Guillaume 11 Clémençon, Stéphan 10 Zhivotovskiy, Nikita 9 Devroye, Luc P. J. A. 9 Sambale, Holger 8 Alquier, Pierre 8 Boucheron, Stéphane Vincent 8 Massart, Pascal 8 Rigollet, Philippe 8 Valettas, Petros 7 Bellec, Pierre C. 7 Rauhut, Holger 7 Tropp, Joel A. 6 Adamczak, Radosław 6 Addario-Berry, Louigi 6 Bartlett, Peter L. 6 Calder, Jeff 6 Chazottes, Jean-René 6 Dirksen, Sjoerd 6 Lei, Yunwen 6 Maurer, Andreas 6 Nickl, Richard 6 Oliveira, Roberto Imbuzeiro 6 Paouris, Grigoris 6 Samworth, Richard J. 6 Spokoiny, Vladimir G. 6 Tikhomirov, Konstantin E. 6 Van de Geer, Sara Anna 6 Vayatis, Nicolas 6 Verzelen, Nicolas 5 Bertail, Patrice 5 Bordenave, Charles 5 Bousquet, Olivier 5 Chatterjee, Sourav 5 Damron, Michael 5 Gasnikov, Aleksandr V. 5 Janson, Svante 5 Jiao, Yuling 5 Lerasle, Matthieu 5 Pinelis, Iosif Froimovich 5 Rosasco, Lorenzo A. 5 Rossignol, Raphaël 5 Salez, Justin 5 Saumard, Adrien 5 Sen, Subhabrata 5 Tsybakov, Alexandre B. 5 van Handel, Ramon 4 Anguita, Davide 4 Arias-Castro, Ery 4 Arlot, Sylvain 4 Balcan, Maria-Florina 4 Bandeira, Afonso S. 4 Benaych-Georges, Florent 4 Camerlenghi, Federico 4 Chebunin, Mikhail Georgievich 4 Dupuis, Paul G. 4 Favaro, Stefano 4 Gadat, Sébastien 4 Gamboa, Fabrice 4 Gassiat, Elisabeth 4 Jagannath, Aukosh 4 Kato, Kengo 4 Klein, Thierry E. 4 Knowles, Antti 4 Kontorovich, Leonid Aryeh 4 Kroll, Martin H. 4 Kwan, Matthew 4 Li, Ruinan 4 Marchina, Antoine 4 Najim, Jamal 4 Oneto, Luca 4 Portier, François 4 Prieur, Clémentine 4 Rakhlin, Alexander 4 Ramdas, Aaditya K. 4 Ridella, Sandro 4 Rousseau, Judith 4 Sinulis, Arthur 4 Wahl, Martin 4 Youssef, Pierre 4 Zhang, Huiming 3 Aswani, Anil 3 Augeri, Fanny 3 Ayed, Fadhel 3 Basak, Anirban 3 Battiston, Marco 3 Belomestny, Denis 3 Berrett, Thomas B. 3 Broutin, Nicolas 3 Butucea, Cristina 3 Campbell, Trevor 3 Carpentier, Alexandra 3 Castillo, Ismaël 3 Celisse, Alain 3 Chambaz, Antoine 3 Chernozhukov, Victor 3 Chetverikov, Denis 3 Comets, Francis M. ...and 1,505 more Authors all top 5 Cited in 233 Serials 74 Electronic Journal of Statistics 72 The Annals of Statistics 50 Bernoulli 48 Journal of Machine Learning Research (JMLR) 36 Probability Theory and Related Fields 31 Electronic Journal of Probability 30 The Annals of Probability 27 Stochastic Processes and their Applications 24 Statistics & Probability Letters 24 The Annals of Applied Probability 19 Machine Learning 19 Random Structures & Algorithms 13 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 12 Applied and Computational Harmonic Analysis 12 ALEA. Latin American Journal of Probability and Mathematical Statistics 11 Foundations of Computational Mathematics 10 Journal of Statistical Physics 10 Electronic Communications in Probability 10 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 9 Journal of Multivariate Analysis 9 Theoretical Computer Science 9 Neural Networks 8 SIAM Journal on Optimization 8 Sankhyā. Series A 7 Communications in Mathematical Physics 7 Journal of Statistical Planning and Inference 7 Journal of Complexity 7 Statistical Science 7 Journal of Theoretical Probability 6 Discrete Applied Mathematics 6 Advances in Mathematics 6 Journal of the American Statistical Association 6 Journal of Applied Probability 6 Mathematics of Operations Research 6 Mathematical Programming. Series A. Series B 6 Statistics and Computing 5 Israel Journal of Mathematics 5 Journal of Computer and System Sciences 5 Journal of Functional Analysis 5 Proceedings of the American Mathematical Society 5 Statistics 5 Pattern Recognition 5 Mathematical Methods of Statistics 5 Combinatorics, Probability and Computing 5 Mathematical Statistics and Learning 5 SIAM Journal on Mathematics of Data Science 4 Archive for Rational Mechanics and Analysis 4 Journal of Mathematical Biology 4 Automatica 4 SIAM Journal on Computing 4 Operations Research Letters 4 Constructive Approximation 4 Neural Computation 4 Computational Statistics 4 Computational Mathematics and Mathematical Physics 4 Cybernetics and Systems Analysis 4 Annales Henri Poincaré 4 Analysis and Applications (Singapore) 4 Acta Numerica 3 Advances in Applied Probability 3 The Canadian Journal of Statistics 3 Inverse Problems 3 Journal of Mathematical Physics 3 Duke Mathematical Journal 3 Transactions of the American Mathematical Society 3 Algorithmica 3 SIAM Journal on Matrix Analysis and Applications 3 Journal of Scientific Computing 3 Automation and Remote Control 3 Computational Statistics and Data Analysis 3 Journal of Nonparametric Statistics 3 Journal of the European Mathematical Society (JEMS) 3 Communications in Contemporary Mathematics 3 Econometric Theory 3 Brazilian Journal of Probability and Statistics 3 Comptes Rendus. Mathématique. Académie des Sciences, Paris 3 Journal of Statistical Mechanics: Theory and Experiment 3 Journal of Statistical Theory and Practice 3 Probability Surveys 3 Journal of Applied and Computational Topology 3 Annales Henri Lebesgue 2 Artificial Intelligence 2 Communications on Pure and Applied Mathematics 2 Mathematical Notes 2 Nonlinearity 2 Physica A 2 Problems of Information Transmission 2 Studia Mathematica 2 Mathematics of Computation 2 Theory of Probability and its Applications 2 Annals of the Institute of Statistical Mathematics 2 Information Sciences 2 Journal of Combinatorial Theory. Series B 2 Journal of Computational and Applied Mathematics 2 Journal of Econometrics 2 Memoirs of the American Mathematical Society 2 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 2 Operations Research 2 SIAM Journal on Control and Optimization 2 Synthese ...and 133 more Serials all top 5 Cited in 48 Fields 487 Probability theory and stochastic processes (60-XX) 459 Statistics (62-XX) 233 Computer science (68-XX) 112 Combinatorics (05-XX) 72 Statistical mechanics, structure of matter (82-XX) 68 Operations research, mathematical programming (90-XX) 65 Numerical analysis (65-XX) 58 Information and communication theory, circuits (94-XX) 47 Linear and multilinear algebra; matrix theory (15-XX) 39 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 36 Functional analysis (46-XX) 27 Partial differential equations (35-XX) 25 Convex and discrete geometry (52-XX) 23 Systems theory; control (93-XX) 21 Approximations and expansions (41-XX) 21 Calculus of variations and optimal control; optimization (49-XX) 21 Biology and other natural sciences (92-XX) 20 Harmonic analysis on Euclidean spaces (42-XX) 15 Real functions (26-XX) 14 Operator theory (47-XX) 13 Dynamical systems and ergodic theory (37-XX) 10 Measure and integration (28-XX) 10 Quantum theory (81-XX) 7 Number theory (11-XX) 5 General and overarching topics; collections (00-XX) 5 Algebraic topology (55-XX) 4 Difference and functional equations (39-XX) 4 Differential geometry (53-XX) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Functions of a complex variable (30-XX) 3 Abstract harmonic analysis (43-XX) 3 Geometry (51-XX) 3 Fluid mechanics (76-XX) 2 Mathematical logic and foundations (03-XX) 2 Group theory and generalizations (20-XX) 2 Special functions (33-XX) 2 Integral equations (45-XX) 2 Manifolds and cell complexes (57-XX) 2 Global analysis, analysis on manifolds (58-XX) 2 Mechanics of deformable solids (74-XX) 2 Classical thermodynamics, heat transfer (80-XX) 1 History and biography (01-XX) 1 Algebraic geometry (14-XX) 1 Associative rings and algebras (16-XX) 1 Potential theory (31-XX) 1 Ordinary differential equations (34-XX) 1 Mechanics of particles and systems (70-XX) 1 Geophysics (86-XX) Citations by Year