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 781 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 1,375 times in 1,218 Documents Cited by ▼ Year ▼ Concentration inequalities. A nonasymptotic theory of independence. Zbl 1279.60005 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 660 2013 Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition. Zbl 1337.60003 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 137 2016 Theory of classification: a survey of some recent advances. Zbl 1136.62355 Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor 107 2005 Concentration inequalities using the entropy method. Zbl 1051.60020 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 70 2003 Model selection and error estimation. Zbl 0998.68117 Bartlett, Peter L.; Boucheron, Stéphane; Lugosi, Gábor 60 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 55 2004 A sharp concentration inequality with applications. Zbl 0954.60008 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 39 2000 Concentration inequalities. Zbl 1120.68427 Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier 36 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. 25 2017 A Bernstein-von Mises theorem for discrete probability distributions. Zbl 1326.62036 Boucheron, S.; Gassiat, E. 18 2009 Concentration inequalities for order statistics. Zbl 1349.60021 Boucheron, Stéphane Vincent; Thomas, Maud 16 2012 Optimal error exponents in hidden Markov models order estimation. Zbl 1065.62148 Gassiat, Elisabeth; Boucheron, Stéphane 14 2003 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 On concentration of self-bounding functions. Zbl 1189.60040 Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal 12 2009 Bins and balls: Large deviations of the empirical occupancy process. Zbl 1013.60017 Boucheron, Stéphane; Gamboa, Fabrice; Léonard, Christian 11 2002 An urn model form learning theory. Zbl 0872.60005 Boucheron, Stéphane; Gardy, Danièle 7 1997 Tail index estimation, concentration and adaptivity. Zbl 1352.60025 Boucheron, Stéphane; Thomas, Maud 7 2015 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 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. 25 2017 Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition. Zbl 1337.60003 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 137 2016 Tail index estimation, concentration and adaptivity. Zbl 1352.60025 Boucheron, Stéphane; Thomas, Maud 7 2015 Concentration inequalities. A nonasymptotic theory of independence. Zbl 1279.60005 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 660 2013 Concentration inequalities for order statistics. Zbl 1349.60021 Boucheron, Stéphane Vincent; Thomas, Maud 16 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. 18 2009 On concentration of self-bounding functions. Zbl 1189.60040 Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal 12 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 107 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 55 2004 Concentration inequalities. Zbl 1120.68427 Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier 36 2004 Concentration inequalities using the entropy method. Zbl 1051.60020 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 70 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 60 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 39 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 1,877 Authors 26 Lugosi, Gábor 25 Mendelson, Shahar 14 Clémençon, Stéphan 13 Lecué, Guillaume 12 Devroye, Luc P. J. A. 11 Zhivotovskiy, Nikita 9 Alquier, Pierre 9 Sambale, Holger 8 Boucheron, Stéphane Vincent 8 Massart, Pascal 8 Oliveira, Roberto Imbuzeiro 8 Rigollet, Philippe 8 Sen, Subhabrata 8 Valettas, Petros 7 Adamczak, Radosław 7 Bellec, Pierre C. 7 Chazottes, Jean-René 7 Portier, François 7 Rauhut, Holger 7 Tikhomirov, Konstantin E. 7 Tropp, Joel A. 6 Addario-Berry, Louigi 6 Bartlett, Peter L. 6 Bertail, Patrice 6 Calder, Jeff 6 Dirksen, Sjoerd 6 Favaro, Stefano 6 Janson, Svante 6 Jiao, Yuling 6 Lei, Yunwen 6 Maurer, Andreas 6 Nickl, Richard 6 Paouris, Grigoris 6 Pinelis, Iosif Froimovich 6 Rosasco, Lorenzo A. 6 Samworth, Richard J. 6 Spokoĭnyĭ, Vladimir Grigor’evich 6 Van de Geer, Sara Anna 6 van Handel, Ramon 6 Vayatis, Nicolas 6 Verzelen, Nicolas 5 Arias-Castro, Ery 5 Balcan, Maria-Florina 5 Bordenave, Charles 5 Bousquet, Olivier 5 Chatterjee, Sourav 5 Chebunin, Mikhail Georgievich 5 Damron, Michael 5 Gasnikov, Aleksandr V. 5 Gassiat, Elisabeth 5 Kato, Kengo 5 Klochkov, Yegor 5 Knowles, Antti 5 Kontorovich, Leonid Aryeh 5 Kroll, Martin H. 5 Lerasle, Matthieu 5 Rossignol, Raphaël 5 Rousseau, Judith 5 Salez, Justin 5 Saumard, Adrien 5 Tsybakov, Alexandre B. 5 Zhu, Yizhe 4 Anguita, Davide 4 Arlot, Sylvain 4 Bandeira, Afonso S. 4 Bartl, Daniel 4 Benaych-Georges, Florent 4 Berrett, Thomas B. 4 Camerlenghi, Federico 4 Dupuis, Paul G. 4 Frieze, Alan Michael 4 Fukushima, Ryoki 4 Gadat, Sébastien 4 Gamboa, Fabrice 4 Gozlan, Nathael 4 Han, Qiyang 4 Jagannath, Aukosh 4 Klein, Thierry E. 4 Koike, Yuta 4 Krzakąła, Florent 4 Kwan, Matthew 4 Li, Ruinan 4 Lu, Xiliang 4 Marchina, Antoine 4 Najim, Jamal 4 Naulet, Zacharie 4 Oneto, Luca 4 Peccati, Giovanni 4 Prieur, Clémentine 4 Rakhlin, Alexander 4 Ramdas, Aaditya K. 4 Ridella, Sandro 4 Sinulis, Arthur 4 Szepesvári, Csaba 4 Vershynin, Roman 4 Wahl, Martin 4 Wasserman, Larry Alan 4 Yogeshwaran, Dhandapani 4 Youssef, Pierre 4 Zhang, Huiming ...and 1,777 more Authors all top 5 Cited in 257 Serials 81 The Annals of Statistics 77 Electronic Journal of Statistics 58 Bernoulli 48 Journal of Machine Learning Research (JMLR) 40 Probability Theory and Related Fields 35 Electronic Journal of Probability 33 The Annals of Applied Probability 32 The Annals of Probability 31 Stochastic Processes and their Applications 26 Statistics & Probability Letters 25 Random Structures & Algorithms 19 Machine Learning 17 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 17 ALEA. Latin American Journal of Probability and Mathematical Statistics 13 Journal of Statistical Physics 13 Applied and Computational Harmonic Analysis 12 Electronic Communications in Probability 11 Communications in Mathematical Physics 11 Neural Networks 11 Foundations of Computational Mathematics 10 Journal of Multivariate Analysis 10 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 9 Theoretical Computer Science 8 Advances in Mathematics 8 Journal of Theoretical Probability 8 SIAM Journal on Optimization 8 Sankhyā. Series A 7 Journal of the American Statistical Association 7 Journal of Functional Analysis 7 Journal of Statistical Planning and Inference 7 Journal of Complexity 7 Statistical Science 7 Mathematical Programming. Series A. Series B 6 Discrete Applied Mathematics 6 Israel Journal of Mathematics 6 Automatica 6 Journal of Applied Probability 6 Mathematics of Operations Research 6 Combinatorics, Probability and Computing 6 Statistics and Computing 6 Mathematical Statistics and Learning 6 SIAM Journal on Mathematics of Data Science 5 Econometrica 5 Journal of Computer and System Sciences 5 Proceedings of the American Mathematical Society 5 Statistics 5 Pattern Recognition 5 Mathematical Methods of Statistics 5 Foundations and Trends in Machine Learning 4 Archive for Rational Mechanics and Analysis 4 Journal of Mathematical Biology 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 Computational Statistics and Data Analysis 4 Cybernetics and Systems Analysis 4 Journal of the ACM 4 Journal of the European Mathematical Society (JEMS) 4 Annales Henri Poincaré 4 Analysis and Applications (Singapore) 4 Acta Numerica 4 Journal of Statistical Theory and Practice 3 Advances in Applied Probability 3 The Canadian Journal of Statistics 3 Communications on Pure and Applied Mathematics 3 Inverse Problems 3 Journal of Mathematical Physics 3 Theory of Probability and its Applications 3 Duke Mathematical Journal 3 Information Sciences 3 Journal of Econometrics 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 Communications in Statistics. Theory and Methods 3 Test 3 The Journal of Artificial Intelligence Research (JAIR) 3 Journal of Nonparametric Statistics 3 Finance and Stochastics 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 Sibirskie Èlektronnye Matematicheskie Izvestiya 3 Journal of Physics A: Mathematical and Theoretical 3 Probability Surveys 3 Random Matrices: Theory and Applications 3 Information and Inference 3 Journal of Applied and Computational Topology 3 Annales Henri Lebesgue 2 Artificial Intelligence 2 Computer Methods in Applied Mechanics and Engineering 2 Mathematical Notes 2 Nonlinearity ...and 157 more Serials all top 5 Cited in 48 Fields 557 Probability theory and stochastic processes (60-XX) 536 Statistics (62-XX) 271 Computer science (68-XX) 135 Combinatorics (05-XX) 86 Statistical mechanics, structure of matter (82-XX) 86 Operations research, mathematical programming (90-XX) 72 Numerical analysis (65-XX) 67 Information and communication theory, circuits (94-XX) 60 Linear and multilinear algebra; matrix theory (15-XX) 48 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 42 Functional analysis (46-XX) 32 Partial differential equations (35-XX) 29 Convex and discrete geometry (52-XX) 28 Calculus of variations and optimal control; optimization (49-XX) 24 Systems theory; control (93-XX) 22 Biology and other natural sciences (92-XX) 20 Approximations and expansions (41-XX) 19 Harmonic analysis on Euclidean spaces (42-XX) 16 Real functions (26-XX) 14 Operator theory (47-XX) 13 Dynamical systems and ergodic theory (37-XX) 11 Measure and integration (28-XX) 10 Quantum theory (81-XX) 7 Number theory (11-XX) 6 Algebraic topology (55-XX) 5 General and overarching topics; collections (00-XX) 5 Functions of a complex variable (30-XX) 5 Differential geometry (53-XX) 4 Difference and functional equations (39-XX) 3 Mathematical logic and foundations (03-XX) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Abstract harmonic analysis (43-XX) 3 Geometry (51-XX) 3 Global analysis, analysis on manifolds (58-XX) 3 Mechanics of deformable solids (74-XX) 3 Fluid mechanics (76-XX) 2 Group theory and generalizations (20-XX) 2 Potential theory (31-XX) 2 Special functions (33-XX) 2 Integral equations (45-XX) 2 Manifolds and cell complexes (57-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 Several complex variables and analytic spaces (32-XX) 1 Ordinary differential equations (34-XX) 1 Mechanics of particles and systems (70-XX) Citations by Year