Edit Profile (opens in new tab) Massart, Pascal Co-Author Distance Author ID: massart.pascal Published as: Massart, Pascal; Massart, P. Homepage: http://massart.pascal.free.fr/Site/Home.html External Links: MGP · Wikidata · ResearchGate · dblp · GND · IdRef · theses.fr Documents Indexed: 47 Publications since 1983, including 3 Books and 3 Additional arXiv Preprints Co-Authors: 24 Co-Authors with 34 Joint Publications 529 Co-Co-Authors all top 5 Co-Authors 12 single-authored 9 Birgé, Lucien 7 Boucheron, Stéphane Vincent 6 Lugosi, Gábor 3 Meynet, Caroline 3 Rio, Emmanuel 2 Blanchard, Gilles 2 Bousquet, Olivier 2 Bretagnolle, Jean L. 2 Doukhan, Paul 2 Lacour, Claire 2 Laurent, Béatrice 2 Rivoirard, Vincent 1 Barron, Andrew Roger 1 Bitouzé, Denis 1 Chazal, Frédéric 1 Goehry, Benjamin 1 Goude, Yannig 1 Magalhães, Nelo Molter 1 Michel, Bertrand 1 Nédélec, Élodie 1 Poggi, Jean-Michel 1 Rossignol, Raphaël 1 Varet, Suzanne 1 Yan, Hui all top 5 Serials 6 The Annals of Probability 5 Probability Theory and Related Fields 5 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 4 The Annals of Statistics 2 Comptes Rendus de l’Académie des Sciences. Série I 2 Electronic Journal of Statistics 1 Constructive Approximation 1 Random Structures & Algorithms 1 Stochastic Processes and their Applications 1 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI 1 Electronic Journal of Probability 1 Bernoulli 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Journal of the European Mathematical Society (JEMS) 1 REVSTAT 1 Lecture Notes in Mathematics 1 Sankhyā. Series A 1 Journal de la Société Française de Statistique & Revue de Statistique Appliquée all top 5 Fields 30 Statistics (62-XX) 23 Probability theory and stochastic processes (60-XX) 4 Measure and integration (28-XX) 4 Computer science (68-XX) 3 Approximations and expansions (41-XX) 2 Difference and functional equations (39-XX) 2 Functional analysis (46-XX) 2 Information and communication theory, circuits (94-XX) 1 Combinatorics (05-XX) 1 Number theory (11-XX) 1 Operator theory (47-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 41 Publications have been cited 2,894 times in 2,116 Documents Cited by ▼ Year ▼ Concentration inequalities. A nonasymptotic theory of independence. Zbl 1279.60005 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 508 2013 Risk bounds for model selection via penalization. Zbl 0946.62036 Barron, Andrew; Birgé, Lucien; Massart, Pascal 244 1999 Concentration inequalities and model selection. Ecole d’Eté de Probabilités de Saint-Flour XXXIII – 2003. Zbl 1170.60006 Massart, Pascal 205 2007 Adaptive estimation of a quadratic functional by model selection. Zbl 1105.62328 Laurent, B.; Massart, P. 198 2000 The tight constant in the Dvoretzky-Kiefer-Wolfowitz inequality. Zbl 0713.62021 Massart, P. 175 1990 Gaussian model selection. Zbl 1037.62001 Birgé, Lucien; Massart, Pascal 156 2001 Minimum contrast estimators on sieves: Exponential bounds and rates of convergence. Zbl 0954.62033 Birgé, Lucien; Massart, Pascal 132 1998 Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition. Zbl 1337.60003 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 125 2016 Minimal penalties for Gaussian model selection. Zbl 1112.62082 Birgé, Lucien; Massart, Pascal 113 2007 Rates of convergence for minimum contrast estimators. Zbl 0805.62037 Birgé, Lucien; Massart, Pascal 93 1993 Invariance principles for absolutely regular empirical processes. Zbl 0817.60028 Doukhan, Paul; Massart, Pascal; Rio, Emmanuel 90 1995 About the constants in Talagrand’s concentration inequalities for empirical processes. Zbl 1140.60310 Massart, Pascal 80 2000 From model selection to adaptive estimation. Zbl 0920.62042 Birgé, Lucien; Massart, Pascal 79 1997 The functional central limit theorem for strongly mixing processes. Zbl 0790.60037 Doukhan, Paul; Massart, Pascal; Rio, Emmanuel 74 1994 Concentration inequalities using the entropy method. Zbl 1051.60020 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 68 2003 Risk bounds for statistical learning. Zbl 1108.62007 Massart, Pascal; Nédélec, Élodie 66 2006 Some applications of concentration inequalities to statistics. Zbl 0986.62002 Massart, Pascal 64 2000 Moment inequalities for functions of independent random variables. Zbl 1074.60018 Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal 56 2005 Statistical performance of support vector machines. Zbl 1133.62044 Blanchard, Gilles; Bousquet, Olivier; Massart, Pascal 52 2008 Estimation of integral functionals of a density. Zbl 0848.62022 Birgé, Lucien; Massart, Pascal 51 1995 A sharp concentration inequality with applications. Zbl 0954.60008 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 36 2000 Hungarian constructions from the nonasymptotic viewpoint. Zbl 0667.60042 Bretagnolle, J.; Massart, P. 31 1989 Strong approximation for multivariate empirical and related processes, via KMT constructions. Zbl 0675.60026 Massart, Pascal 31 1989 A Dvoretzky-Kiefer-Wolfowitz type inequality for the Kaplan-Meier estimator. Zbl 1054.62589 Bitouzé, D.; Laurent, B.; Massart, P. 30 1999 Estimator selection: a new method with applications to kernel density estimation. Zbl 06822894 Lacour, Claire; Massart, Pascal; Rivoirard, Vincent 29 2017 An adaptive compression algorithm in Besov spaces. Zbl 1004.41006 Birgé, L.; Massart, P. 28 2000 Minimal penalty for Goldenshluger-Lepski method. Zbl 1348.62124 Lacour, C.; Massart, P. 16 2016 The Lasso as an \(\ell _{1}\)-ball model selection procedure. Zbl 1274.62468 Massart, Pascal; Meynet, Caroline 13 2011 A high-dimensional Wilks phenomenon. Zbl 1230.62072 Boucheron, Stéphane; Massart, Pascal 12 2011 On concentration of self-bounding functions. Zbl 1189.60040 Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal 11 2009 Rates of convergence in the central limit theorem for empirical processes. Zbl 0615.60032 Massart, Pascal 11 1986 Rates of convergence for robust geometric inference. Zbl 1347.62055 Chazal, Frédéric; Massart, Pascal; Michel, Bertrand 7 2016 About the Prohorov distance between the uniform distribution over the unit cube in \(R^ d\) and its empirical measure. Zbl 0638.60029 Massart, P. 6 1988 A non-asymptotic theory for model selection. Zbl 1070.62002 Massart, Pascal 6 2005 A uniform Marcinkiewicz-Zygmund strong law of large numbers for empirical processes. Zbl 0933.60015 Massart, P.; Rio, E. 4 1998 Tusnady’s lemma, 24 years later. Zbl 1016.60037 Massart, Pascal 4 2002 Vitesses de convergence dans le théorème central limite pour des processus empiriques. Zbl 0524.60025 Massart, Pascal 2 1983 Classes de fonctions d’entropie critique. (Classes of functions with critical entropy). Zbl 0585.62007 Bretagnolle, Jean; Massart, Pascal 1 1986 Around Nemirovski’s inequality. Zbl 1355.60010 Massart, Pascal; Rossignol, Raphaël 1 2013 Numerical performance of penalized comparison to overfitting for multivariate kernel density estimation. Zbl 07730454 Varet, Suzanne; Lacour, Claire; Massart, Pascal; Rivoirard, Vincent 1 2023 Model selection: from theory to practice. (Sélection de modèle : de la théorie à la pratique.) Zbl 1455.62030 Massart, Pascal 1 2008 Numerical performance of penalized comparison to overfitting for multivariate kernel density estimation. Zbl 07730454 Varet, Suzanne; Lacour, Claire; Massart, Pascal; Rivoirard, Vincent 1 2023 Estimator selection: a new method with applications to kernel density estimation. Zbl 06822894 Lacour, Claire; Massart, Pascal; Rivoirard, Vincent 29 2017 Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition. Zbl 1337.60003 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 125 2016 Minimal penalty for Goldenshluger-Lepski method. Zbl 1348.62124 Lacour, C.; Massart, P. 16 2016 Rates of convergence for robust geometric inference. Zbl 1347.62055 Chazal, Frédéric; Massart, Pascal; Michel, Bertrand 7 2016 Concentration inequalities. A nonasymptotic theory of independence. Zbl 1279.60005 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 508 2013 Around Nemirovski’s inequality. Zbl 1355.60010 Massart, Pascal; Rossignol, Raphaël 1 2013 The Lasso as an \(\ell _{1}\)-ball model selection procedure. Zbl 1274.62468 Massart, Pascal; Meynet, Caroline 13 2011 A high-dimensional Wilks phenomenon. Zbl 1230.62072 Boucheron, Stéphane; Massart, Pascal 12 2011 On concentration of self-bounding functions. Zbl 1189.60040 Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal 11 2009 Statistical performance of support vector machines. Zbl 1133.62044 Blanchard, Gilles; Bousquet, Olivier; Massart, Pascal 52 2008 Model selection: from theory to practice. (Sélection de modèle : de la théorie à la pratique.) Zbl 1455.62030 Massart, Pascal 1 2008 Concentration inequalities and model selection. Ecole d’Eté de Probabilités de Saint-Flour XXXIII – 2003. Zbl 1170.60006 Massart, Pascal 205 2007 Minimal penalties for Gaussian model selection. Zbl 1112.62082 Birgé, Lucien; Massart, Pascal 113 2007 Risk bounds for statistical learning. Zbl 1108.62007 Massart, Pascal; Nédélec, Élodie 66 2006 Moment inequalities for functions of independent random variables. Zbl 1074.60018 Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal 56 2005 A non-asymptotic theory for model selection. Zbl 1070.62002 Massart, Pascal 6 2005 Concentration inequalities using the entropy method. Zbl 1051.60020 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 68 2003 Tusnady’s lemma, 24 years later. Zbl 1016.60037 Massart, Pascal 4 2002 Gaussian model selection. Zbl 1037.62001 Birgé, Lucien; Massart, Pascal 156 2001 Adaptive estimation of a quadratic functional by model selection. Zbl 1105.62328 Laurent, B.; Massart, P. 198 2000 About the constants in Talagrand’s concentration inequalities for empirical processes. Zbl 1140.60310 Massart, Pascal 80 2000 Some applications of concentration inequalities to statistics. Zbl 0986.62002 Massart, Pascal 64 2000 A sharp concentration inequality with applications. Zbl 0954.60008 Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 36 2000 An adaptive compression algorithm in Besov spaces. Zbl 1004.41006 Birgé, L.; Massart, P. 28 2000 Risk bounds for model selection via penalization. Zbl 0946.62036 Barron, Andrew; Birgé, Lucien; Massart, Pascal 244 1999 A Dvoretzky-Kiefer-Wolfowitz type inequality for the Kaplan-Meier estimator. Zbl 1054.62589 Bitouzé, D.; Laurent, B.; Massart, P. 30 1999 Minimum contrast estimators on sieves: Exponential bounds and rates of convergence. Zbl 0954.62033 Birgé, Lucien; Massart, Pascal 132 1998 A uniform Marcinkiewicz-Zygmund strong law of large numbers for empirical processes. Zbl 0933.60015 Massart, P.; Rio, E. 4 1998 From model selection to adaptive estimation. Zbl 0920.62042 Birgé, Lucien; Massart, Pascal 79 1997 Invariance principles for absolutely regular empirical processes. Zbl 0817.60028 Doukhan, Paul; Massart, Pascal; Rio, Emmanuel 90 1995 Estimation of integral functionals of a density. Zbl 0848.62022 Birgé, Lucien; Massart, Pascal 51 1995 The functional central limit theorem for strongly mixing processes. Zbl 0790.60037 Doukhan, Paul; Massart, Pascal; Rio, Emmanuel 74 1994 Rates of convergence for minimum contrast estimators. Zbl 0805.62037 Birgé, Lucien; Massart, Pascal 93 1993 The tight constant in the Dvoretzky-Kiefer-Wolfowitz inequality. Zbl 0713.62021 Massart, P. 175 1990 Hungarian constructions from the nonasymptotic viewpoint. Zbl 0667.60042 Bretagnolle, J.; Massart, P. 31 1989 Strong approximation for multivariate empirical and related processes, via KMT constructions. Zbl 0675.60026 Massart, Pascal 31 1989 About the Prohorov distance between the uniform distribution over the unit cube in \(R^ d\) and its empirical measure. Zbl 0638.60029 Massart, P. 6 1988 Rates of convergence in the central limit theorem for empirical processes. Zbl 0615.60032 Massart, Pascal 11 1986 Classes de fonctions d’entropie critique. (Classes of functions with critical entropy). Zbl 0585.62007 Bretagnolle, Jean; Massart, Pascal 1 1986 Vitesses de convergence dans le théorème central limite pour des processus empiriques. Zbl 0524.60025 Massart, Pascal 2 1983 all cited Publications top 5 cited Publications all top 5 Cited by 2,732 Authors 45 Comte, Fabienne 28 Van de Geer, Sara Anna 26 Lugosi, Gábor 24 Mendelson, Shahar 20 Lecué, Guillaume 18 Genon-Catalot, Valentine 17 Baraud, Yannick 17 Kolchinskiĭ, Vladimir I’ich 16 Massart, Pascal 16 Peligrad, Magda 16 Rigollet, Philippe 16 Tsybakov, Alexandre B. 16 Van der Vaart, Adrianus Willem 16 Verzelen, Nicolas 15 Dedecker, Jérôme 15 Lerasle, Matthieu 15 Wellner, Jon August 14 Lacour, Claire 13 Alquier, Pierre 13 Cai, Tony Tony 13 Doukhan, Paul 13 Merlevède, Florence 12 Devroye, Luc P. J. A. 11 Birgé, Lucien 11 Kohler, Michael 11 Lepskiĭ, Oleg Vital’evich 11 Nickl, Richard 10 Candès, Emmanuel J. 10 Dalalyan, Arnak S. 10 Michel, Bertrand 10 Rio, Emmanuel 10 Rozenholc, Yves 10 Samworth, Richard J. 10 Spokoiny, Vladimir G. 10 Zhivotovskiy, Nikita 9 Bellec, Pierre C. 9 Laurent, Béatrice 9 Marteau, Clément 9 Pergamenshchikov, Sergeĭ Markovich 9 Picard, Dominique B. 9 Reynaud-Bouret, Patricia 9 Wegkamp, Marten H. 9 Yang, Yuhong 8 Arlot, Sylvain 8 Bartlett, Peter L. 8 Boucheron, Stéphane Vincent 8 Bouzebda, Salim 8 Brunel, Élodie 8 Golubev, Yuriĭ K. 8 Marie, Nicolas 8 Rivoirard, Vincent 8 Sambale, Holger 8 Tropp, Joel A. 8 Wasserman, Larry Alan 8 Zhou, Harrison H. 7 Adamczak, Radosław 7 Bandeira, Afonso S. 7 Belitser, Eduard 7 Blanchard, Gilles 7 Bousquet, Olivier 7 Bunea, Florentina 7 Butucea, Cristina 7 Celisse, Alain 7 Chagny, Gaëlle 7 Donoho, David Leigh 7 Guilloux, Agathe 7 Han, Qiyang 7 Huet, Sylvie 7 Johannes, Jan 7 Juditsky, Anatoli B. 7 Munk, Axel 7 Neumann, Michael H. 7 Prieur, Clémentine 7 Rauhut, Holger 7 Steinwart, Ingo 7 van Handel, Ramon 6 Abramovich, Felix P. 6 Addario-Berry, Louigi 6 Bertin, Karine 6 Bühlmann, Peter 6 Calder, Jeff 6 Carpentier, Alexandra 6 Chatterjee, Sourav 6 Chazottes, Jean-René 6 Clémençon, Stéphan 6 Gaïffas, Stéphane 6 Gassiat, Elisabeth 6 Ghosal, Subhashis 6 Giraud, Christophe 6 Goldenshluger, Alexander 6 Hoffmann, Marc 6 Jiao, Yuling 6 Johnstone, Iain Murray 6 Kerkyacharian, Gérard 6 Klopp, Olga 6 Kosorok, Michael R. 6 Kroll, Martin H. 6 Lebarbier, Émilie 6 Loubes, Jean-Michel 6 Ludeña, Carenne C. ...and 2,632 more Authors all top 5 Cited in 293 Serials 246 The Annals of Statistics 190 Electronic Journal of Statistics 107 Bernoulli 63 Journal of Machine Learning Research (JMLR) 61 Probability Theory and Related Fields 61 Stochastic Processes and their Applications 54 Statistics & Probability Letters 52 Journal of Statistical Planning and Inference 45 The Annals of Probability 42 Journal of Multivariate Analysis 39 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 35 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 33 The Annals of Applied Probability 33 Electronic Journal of Probability 28 Journal of Econometrics 28 Journal of Nonparametric Statistics 27 Mathematical Methods of Statistics 22 Journal of the American Statistical Association 22 Journal of Theoretical Probability 19 Machine Learning 19 Computational Statistics and Data Analysis 18 Random Structures & Algorithms 18 Applied and Computational Harmonic Analysis 16 Statistical Science 16 Foundations of Computational Mathematics 15 Annals of the Institute of Statistical Mathematics 15 Communications in Statistics. Theory and Methods 15 Test 14 Sankhyā. Series A 13 Statistics and Computing 12 Scandinavian Journal of Statistics 12 Mathematical Programming. Series A. Series B 11 Metrika 11 Theoretical Computer Science 11 Statistics 11 Neural Networks 11 Statistical Inference for Stochastic Processes 11 Econometric Theory 11 Mathematical Statistics and Learning 10 Journal of Statistical Physics 10 SIAM Journal on Computing 10 Journal of Complexity 10 ALEA. Latin American Journal of Probability and Mathematical Statistics 9 Neural Computation 9 Comptes Rendus. Mathématique. Académie des Sciences, Paris 8 Journal of Applied Probability 8 SIAM Journal on Optimization 8 Electronic Communications in Probability 7 Communications in Mathematical Physics 7 Journal of Functional Analysis 7 Mathematics of Operations Research 7 Journal of the Royal Statistical Society. Series B. Statistical Methodology 7 SIAM/ASA Journal on Uncertainty Quantification 6 The Canadian Journal of Statistics 6 Proceedings of the American Mathematical Society 6 Statistica Neerlandica 6 Transactions of the American Mathematical Society 6 Computational Statistics 6 Communications in Statistics. Simulation and Computation 6 Journal of Statistical Computation and Simulation 6 Dependence Modeling 6 SIAM Journal on Mathematics of Data Science 5 Inverse Problems 5 Journal of Mathematical Analysis and Applications 5 Journal of Mathematical Physics 5 Constructive Approximation 5 Discrete & Computational Geometry 5 Econometric Reviews 5 SIAM Journal on Matrix Analysis and Applications 5 Statistical Papers 5 Annales Henri Poincaré 5 The Annals of Applied Statistics 4 Archive for Rational Mechanics and Analysis 4 Discrete Applied Mathematics 4 Israel Journal of Mathematics 4 Journal of Mathematical Biology 4 Automatica 4 Operations Research Letters 4 Journal of Time Series Analysis 4 Journal of Scientific Computing 4 Computational Mathematics and Mathematical Physics 4 European Journal of Operational Research 4 SIAM Journal on Scientific Computing 4 Journal of Mathematical Sciences (New York) 4 Lifetime Data Analysis 4 The Journal of Fourier Analysis and Applications 4 Journal of Statistical Mechanics: Theory and Experiment 4 Journal of the Korean Statistical Society 4 Science China. Mathematics 4 Journal of Computational and Graphical Statistics 4 Information and Inference 4 Journal of Applied and Computational Topology 3 Mathematical Notes 3 Problems of Information Transmission 3 Advances in Mathematics 3 Duke Mathematical Journal 3 Journal of Approximation Theory 3 Journal of Computational and Applied Mathematics 3 Memoirs of the American Mathematical Society 3 Insurance Mathematics & Economics ...and 193 more Serials all top 5 Cited in 50 Fields 1,430 Statistics (62-XX) 771 Probability theory and stochastic processes (60-XX) 263 Computer science (68-XX) 190 Numerical analysis (65-XX) 107 Operations research, mathematical programming (90-XX) 96 Combinatorics (05-XX) 85 Information and communication theory, circuits (94-XX) 71 Statistical mechanics, structure of matter (82-XX) 70 Linear and multilinear algebra; matrix theory (15-XX) 64 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 54 Functional analysis (46-XX) 44 Harmonic analysis on Euclidean spaces (42-XX) 43 Partial differential equations (35-XX) 41 Biology and other natural sciences (92-XX) 36 Approximations and expansions (41-XX) 27 Convex and discrete geometry (52-XX) 26 Systems theory; control (93-XX) 21 Calculus of variations and optimal control; optimization (49-XX) 17 Operator theory (47-XX) 16 Dynamical systems and ergodic theory (37-XX) 15 Real functions (26-XX) 15 Measure and integration (28-XX) 14 Quantum theory (81-XX) 9 Algebraic topology (55-XX) 8 Number theory (11-XX) 6 Integral equations (45-XX) 6 Differential geometry (53-XX) 4 General and overarching topics; collections (00-XX) 4 Ordinary differential equations (34-XX) 4 Geometry (51-XX) 4 Manifolds and cell complexes (57-XX) 4 Global analysis, analysis on manifolds (58-XX) 4 Mechanics of deformable solids (74-XX) 4 Fluid mechanics (76-XX) 3 History and biography (01-XX) 3 Special functions (33-XX) 3 Difference and functional equations (39-XX) 3 Abstract harmonic analysis (43-XX) 2 Order, lattices, ordered algebraic structures (06-XX) 2 Group theory and generalizations (20-XX) 2 Functions of a complex variable (30-XX) 2 Classical thermodynamics, heat transfer (80-XX) 2 Geophysics (86-XX) 1 Mathematical logic and foundations (03-XX) 1 Algebraic geometry (14-XX) 1 Associative rings and algebras (16-XX) 1 Potential theory (31-XX) 1 Integral transforms, operational calculus (44-XX) 1 General topology (54-XX) 1 Mechanics of particles and systems (70-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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