Edit Profile (opens in new tab) Gadat, Sébastien Co-Author Distance Author ID: gadat.sebastien Published as: Gadat, Sébastien; Gadat, Sebastien; Gadat, S. more...less External Links: MGP · Wikidata · GND · IdRef · theses.fr Documents Indexed: 45 Publications since 2007, including 11 Additional arXiv Preprints 1 Contribution as Editor Co-Authors: 49 Co-Authors with 45 Joint Publications 776 Co-Co-Authors all top 5 Co-Authors 1 single-authored 9 Panloup, Fabien 7 Bigot, Jéremie 6 Marteau, Clément 4 Bontemps, Dominique 4 Costa, Manon 3 Champion, Magali 3 Miclo, Laurent 2 Bercu, Bernard 2 Cabot, Alexandre 2 Cao, Kim-Anh Lê 2 Chastaing, Gaelle 2 Engler, Hans 2 Gavra, Ioana 2 Klein, Thierry E. 2 Maugis-Rabusseau, Cathy 2 Pellegrini, Clément 2 Prieur, Clémentine 2 Risser, Laurent 2 Saadane, Sofiane 1 Besse, Philippe C. 1 Bonnet, Agnès 1 Chopin, Nicolas 1 Christophe, Claire 1 Cierco-Ayrolles, Christine 1 Cohen, Serge 1 De Castro, Yohann 1 Dedieu, Dominique 1 Déjean, Sébastien 1 Delpierre, Cyrille 1 Doumic, Marie 1 Gendre, Xavier 1 Gerchinovitz, Sébastien 1 Gonçalves, Olivier 1 Gonnord, Pauline 1 Guedj, Benjamin 1 Guyader, Arnaud 1 Huang, Lorick 1 Kahn, Jonas 1 Lalanne, Clément 1 Lang, Thierry 1 Lepage, Benoît 1 Loubes, Jean-Michel 1 Mérigot, Quentin 1 Navas, Marelys Crespo 1 Savy, Nicolas 1 Siviero, Emilia 1 Vernet, Elodie 1 Vignes, Matthieu 1 Younes, Laurent all top 5 Serials 5 Electronic Journal of Statistics 3 The Annals of Statistics 2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 2 Electronic Journal of Probability 2 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys 1 IEEE Transactions on Information Theory 1 Journal of Statistical Planning and Inference 1 Mathematics of Operations Research 1 SIAM Journal on Control and Optimization 1 SIAM Journal on Numerical Analysis 1 Transactions of the American Mathematical Society 1 Stochastic Processes and their Applications 1 Computational Statistics and Data Analysis 1 Journal of Mathematical Imaging and Vision 1 Electronic Journal of Differential Equations (EJDE) 1 Statistica Sinica 1 Bernoulli 1 Journal of Nonparametric Statistics 1 Journal of Machine Learning Research (JMLR) 1 Statistical Applications in Genetics and Molecular Biology 1 Stochastics 1 ALEA. Latin American Journal of Probability and Mathematical Statistics 1 Kinetic and Related Models 1 Journal de la Société Française de Statistique 1 Statistics and Computing 1 Information and Inference all top 5 Fields 30 Statistics (62-XX) 14 Probability theory and stochastic processes (60-XX) 5 Numerical analysis (65-XX) 5 Operations research, mathematical programming (90-XX) 4 Partial differential equations (35-XX) 4 Systems theory; control (93-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 3 Computer science (68-XX) 2 Ordinary differential equations (34-XX) 2 Dynamical systems and ergodic theory (37-XX) 1 General and overarching topics; collections (00-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Approximations and expansions (41-XX) 1 Abstract harmonic analysis (43-XX) 1 Operator theory (47-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 28 Publications have been cited 273 times in 205 Documents Cited by ▼ Year ▼ On the long time behavior of second order differential equations with asymptotically small dissipation. Zbl 1191.34078 Cabot, Alexandre; Engler, Hans; Gadat, Sébastien 77 2009 Second-order differential equations with asymptotically small dissipation and piecewise flat potentials. Zbl 1171.34323 Cabot, Alexandre; Engler, Hans; Gadat, Sebastien 32 2009 Classification in general finite dimensional spaces with the \(k\)-nearest neighbor rule. Zbl 1338.62082 Gadat, Sébastien; Klein, Thierry; Marteau, Clément 22 2016 Spectral decompositions and \(\mathbb{L}^2\)-operator norms of toy hypocoercive semi-groups. Zbl 1262.35134 Gadat, Sébastien; Miclo, Laurent 20 2013 A deconvolution approach to estimation of a common shape in a shifted curves model. Zbl 1202.62049 Bigot, Jérémie; Gadat, Sébastien 20 2010 Stochastic heavy ball. Zbl 1392.62244 Gadat, Sébastien; Panloup, Fabien; Saadane, Sofiane 18 2018 Statistical M-estimation and consistency in large deformable models for image warping. Zbl 1490.68272 Bigot, Jérémie; Gadat, Sébastien; Loubes, Jean-Michel 12 2009 Long time behaviour and stationary regime of memory gradient diffusions. Zbl 1299.60092 Gadat, Sébastien; Panloup, Fabien 11 2014 A stochastic algorithm for feature selection in pattern recognition. Zbl 1222.68349 Gadat, Sébastien; Younes, Laurent 8 2007 Intensity estimation of non-homogeneous Poisson processes from shifted trajectories. Zbl 1337.62200 Bigot, Jérémie; Gadat, Sébastien; Klein, Thierry; Marteau, Clément 8 2013 Bayesian methods for the shape invariant model. Zbl 1297.62069 Bontemps, Dominique; Gadat, Sébastien 6 2014 Optimal non-asymptotic analysis of the Ruppert-Polyak averaging stochastic algorithm. Zbl 1509.90145 Gadat, Sébastien; Panloup, Fabien 5 2023 Smoothing under diffeomorphic constraints with homeomorphic splines. Zbl 1330.62187 Bigot, Jérémie; Gadat, Sébastien 4 2010 Random action of compact Lie groups and minimax estimation of a mean pattern. Zbl 1365.62113 Bigot, Jérémie; Christophe, Claire; Gadat, Sébastien 4 2012 On some recent advances on high dimensional Bayesian statistics. Zbl 1330.62225 Chopin, Nicolas; Gadat, Sébastien; Guedj, Benjamin; Guyader, Arnaud; Vernet, Elodie 3 2015 Sparse regression and support recovery with \(\mathbb{L}_2\)-boosting algorithms. Zbl 1307.62175 Champion, Magali; Cierco-Ayrolles, Christine; Gadat, Sébastien; Vignes, Matthieu 3 2014 Optimal functional supervised classification with separation condition. Zbl 1441.62930 Gadat, Sébastien; Gerchinovitz, Sébastien; Marteau, Clément 3 2020 Mixed hidden Markov model for heterogeneous longitudinal data with missingness and errors in the outcome variable. Zbl 1316.62125 Dedieu, Dominique; Delpierre, Cyrille; Gadat, Sébastien; Lang, Thierry; Lepage, Benoît; Savy, Nicolas 2 2014 A stochastic model for speculative dynamics. Zbl 1339.60119 Gadat, Sébastien; Miclo, Laurent; Panloup, Fabien 2 2015 Large deviation principle for invariant distributions of memory gradient diffusions. Zbl 1286.60033 Gadat, Sébastien; Panloup, Fabien; Pellegrini, Clément 2 2013 Parameter recovery in two-component contamination mixtures: the \(L^2\) strategy. Zbl 1439.62076 Gadat, Sébastien; Kahn, Jonas; Marteau, Clément; Maugis-Rabusseau, Cathy 2 2020 \(\mathbb L_2\)-boosting for sensitivity analysis with dependent inputs. Zbl 1377.62156 Champion, Magali; Chastaing, Gaelle; Gadat, Sébastien; Prieur, Clémentine 1 2015 Jump diffusion over feature space for object recognition. Zbl 1159.60343 Gadat, Sébastien 1 2008 Multiclass classification and gene selection with a stochastic algorithm. Zbl 1453.62057 Cao, Kim-Anh Lê; Bonnet, Agnès; Gadat, Sébastien 1 2009 Stochastic approximation algorithms for superquantiles estimation. Zbl 1469.62323 Bercu, Bernard; Costa, Manon; Gadat, Sébastien 1 2021 Supermix: sparse regularization for mixtures. Zbl 1475.62129 De Castro, Y.; Gadat, S.; Marteau, C.; Maugis-Rabusseau, C. 1 2021 Non asymptotic controls on a recursive superquantile approximation. Zbl 1471.62443 Costa, Manon; Gadat, Sébastien 1 2021 Selection of biologically relevant genes with a wrapper stochastic algorithm. Zbl 1166.62333 Cao, Kim-Anh Lê; Gonçalves, Olivier; Besse, Philippe; Gadat, Sébastien 1 2007 Optimal non-asymptotic analysis of the Ruppert-Polyak averaging stochastic algorithm. Zbl 1509.90145 Gadat, Sébastien; Panloup, Fabien 5 2023 Stochastic approximation algorithms for superquantiles estimation. Zbl 1469.62323 Bercu, Bernard; Costa, Manon; Gadat, Sébastien 1 2021 Supermix: sparse regularization for mixtures. Zbl 1475.62129 De Castro, Y.; Gadat, S.; Marteau, C.; Maugis-Rabusseau, C. 1 2021 Non asymptotic controls on a recursive superquantile approximation. Zbl 1471.62443 Costa, Manon; Gadat, Sébastien 1 2021 Optimal functional supervised classification with separation condition. Zbl 1441.62930 Gadat, Sébastien; Gerchinovitz, Sébastien; Marteau, Clément 3 2020 Parameter recovery in two-component contamination mixtures: the \(L^2\) strategy. Zbl 1439.62076 Gadat, Sébastien; Kahn, Jonas; Marteau, Clément; Maugis-Rabusseau, Cathy 2 2020 Stochastic heavy ball. Zbl 1392.62244 Gadat, Sébastien; Panloup, Fabien; Saadane, Sofiane 18 2018 Classification in general finite dimensional spaces with the \(k\)-nearest neighbor rule. Zbl 1338.62082 Gadat, Sébastien; Klein, Thierry; Marteau, Clément 22 2016 On some recent advances on high dimensional Bayesian statistics. Zbl 1330.62225 Chopin, Nicolas; Gadat, Sébastien; Guedj, Benjamin; Guyader, Arnaud; Vernet, Elodie 3 2015 A stochastic model for speculative dynamics. Zbl 1339.60119 Gadat, Sébastien; Miclo, Laurent; Panloup, Fabien 2 2015 \(\mathbb L_2\)-boosting for sensitivity analysis with dependent inputs. Zbl 1377.62156 Champion, Magali; Chastaing, Gaelle; Gadat, Sébastien; Prieur, Clémentine 1 2015 Long time behaviour and stationary regime of memory gradient diffusions. Zbl 1299.60092 Gadat, Sébastien; Panloup, Fabien 11 2014 Bayesian methods for the shape invariant model. Zbl 1297.62069 Bontemps, Dominique; Gadat, Sébastien 6 2014 Sparse regression and support recovery with \(\mathbb{L}_2\)-boosting algorithms. Zbl 1307.62175 Champion, Magali; Cierco-Ayrolles, Christine; Gadat, Sébastien; Vignes, Matthieu 3 2014 Mixed hidden Markov model for heterogeneous longitudinal data with missingness and errors in the outcome variable. Zbl 1316.62125 Dedieu, Dominique; Delpierre, Cyrille; Gadat, Sébastien; Lang, Thierry; Lepage, Benoît; Savy, Nicolas 2 2014 Spectral decompositions and \(\mathbb{L}^2\)-operator norms of toy hypocoercive semi-groups. Zbl 1262.35134 Gadat, Sébastien; Miclo, Laurent 20 2013 Intensity estimation of non-homogeneous Poisson processes from shifted trajectories. Zbl 1337.62200 Bigot, Jérémie; Gadat, Sébastien; Klein, Thierry; Marteau, Clément 8 2013 Large deviation principle for invariant distributions of memory gradient diffusions. Zbl 1286.60033 Gadat, Sébastien; Panloup, Fabien; Pellegrini, Clément 2 2013 Random action of compact Lie groups and minimax estimation of a mean pattern. Zbl 1365.62113 Bigot, Jérémie; Christophe, Claire; Gadat, Sébastien 4 2012 A deconvolution approach to estimation of a common shape in a shifted curves model. Zbl 1202.62049 Bigot, Jérémie; Gadat, Sébastien 20 2010 Smoothing under diffeomorphic constraints with homeomorphic splines. Zbl 1330.62187 Bigot, Jérémie; Gadat, Sébastien 4 2010 On the long time behavior of second order differential equations with asymptotically small dissipation. Zbl 1191.34078 Cabot, Alexandre; Engler, Hans; Gadat, Sébastien 77 2009 Second-order differential equations with asymptotically small dissipation and piecewise flat potentials. Zbl 1171.34323 Cabot, Alexandre; Engler, Hans; Gadat, Sebastien 32 2009 Statistical M-estimation and consistency in large deformable models for image warping. Zbl 1490.68272 Bigot, Jérémie; Gadat, Sébastien; Loubes, Jean-Michel 12 2009 Multiclass classification and gene selection with a stochastic algorithm. Zbl 1453.62057 Cao, Kim-Anh Lê; Bonnet, Agnès; Gadat, Sébastien 1 2009 Jump diffusion over feature space for object recognition. Zbl 1159.60343 Gadat, Sébastien 1 2008 A stochastic algorithm for feature selection in pattern recognition. Zbl 1222.68349 Gadat, Sébastien; Younes, Laurent 8 2007 Selection of biologically relevant genes with a wrapper stochastic algorithm. Zbl 1166.62333 Cao, Kim-Anh Lê; Gonçalves, Olivier; Besse, Philippe; Gadat, Sébastien 1 2007 all cited Publications top 5 cited Publications all top 5 Cited by 335 Authors 18 Gadat, Sébastien 17 Attouch, Hedy 9 Chbani, Zaki 8 Bigot, Jéremie 8 Cabot, Alexandre 8 Riahi, Hassan 7 Marteau, Clément 6 Boţ, Radu Ioan 6 Csetnek, Ernö Robert 6 Dossal, Charles 6 László, Csaba Szilárd 6 Rondepierre, Aude 5 Klein, Thierry E. 4 Aujol, Jean-François 4 Godichon-Baggioni, Antoine 4 Staudigl, Mathias 3 Achleitner, Franz 3 Alecsa, Cristian Daniel 3 Allassonnière, Stéphanie 3 Arnold, Anton 3 Costa, Manon 3 Mertikopoulos, Panayotis 3 Monmarché, Pierre 3 Panloup, Fabien 3 Pennec, Xavier 3 Peypouquet, Juan 2 Apidopoulos, Vassilis 2 Balhag, Aicha 2 Barakat, Anas 2 Bercu, Bernard 2 Bianchi, Pascal 2 Bolte, Jérôme 2 Cannings, Timothy Ivor 2 Chzhen, Evgenii 2 Collier, Olivier 2 Denis, Christophe 2 Ella-Mintsa, Eddy 2 Fadili, Jalal M. 2 Fang, Yaping 2 Fraysse, Philippe 2 Gamboa, Fabrice 2 Goldenshluger, Alexander 2 Györfi, László 2 He, Xin 2 Holmes, Susan P. 2 Hu, Rong 2 Jendoubi, Mohamed Ali 2 Jordan, Michael Irwin 2 Kahn, Jonas 2 Karapetyants, Mikhail A. 2 Le, Tam 2 Maingé, Paul-Emile 2 Maire, Florian 2 Maugis-Rabusseau, Cathy 2 Mehrmann, Volker 2 Meiring, Wendy 2 Miolane, Nina 2 Montoya, Eduardo L. 2 Patie, Pierre 2 Portier, Bruno 2 Redont, Patrick 2 Risser, Laurent 2 Saadane, Sofiane 2 Samworth, Richard J. 2 Stefanelli, Ulisse 2 Viola, Joe 2 Wang, Feng-Yu 2 Weng-Law, André 2 Xue, Xiaoping 1 Adly, Samir 1 Agulló-Antolín, Marina 1 Alberti, Giovanni S. 1 Alquier, Pierre 1 Aravkin, Aleksandr Y. 1 Aya-Moreno, Carlos 1 Azaïs, Romain 1 Azencott, Robert 1 Bagy, Akram Chahid 1 Banerjee, Trambak 1 Bardet, Jean-Baptiste 1 Bárta, Tomáš 1 Baudoin, Fabrice 1 Bégout, Pascal 1 Belotto, André 1 Berrett, Thomas B. 1 Bhattacharya, Bhaswar B. 1 Bian, Wei 1 Biau, Gérard 1 Bomze, Immanuel M. 1 Bonnet, Agnès 1 Bontemps, Dominique 1 Bottegal, Giulio 1 Bousquet, Nicolas 1 Cabot, A. 1 Cadre, Benoît 1 Cai, Tianwen 1 Cao, Kim-Anh Lê 1 Carlen, Eric Anders 1 Carroll, Cody 1 Carter, Patrick A. ...and 235 more Authors all top 5 Cited in 91 Serials 17 SIAM Journal on Optimization 12 Electronic Journal of Statistics 10 Journal of Differential Equations 9 The Annals of Statistics 8 Mathematical Programming. Series A. Series B 7 Applied Mathematics and Optimization 5 Journal of Machine Learning Research (JMLR) 5 SIAM Journal on Imaging Sciences 4 Journal of Multivariate Analysis 4 Journal of Optimization Theory and Applications 4 SIAM Journal on Control and Optimization 4 Computational Optimization and Applications 4 Bernoulli 4 Kinetic and Related Models 4 Set-Valued and Variational Analysis 3 Journal of Statistical Planning and Inference 3 Transactions of the American Mathematical Society 3 Statistics 3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 3 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 3 The Annals of Applied Statistics 2 Applicable Analysis 2 Journal of Mathematical Analysis and Applications 2 Biometrics 2 Journal of Functional Analysis 2 Optimization 2 Machine Learning 2 Stochastic Processes and their Applications 2 Computational Statistics and Data Analysis 2 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI 2 Journal of Nonparametric Statistics 2 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations 2 Statistics and Computing 2 Evolution Equations and Control Theory 2 SIAM/ASA Journal on Uncertainty Quantification 1 Journal of Mathematical Biology 1 Journal of Statistical Physics 1 Metrika 1 Reports on Mathematical Physics 1 Scandinavian Journal of Statistics 1 Annals of the Institute of Statistical Mathematics 1 The Annals of Probability 1 Journal of Computational and Applied Mathematics 1 Mathematics of Operations Research 1 Memoirs of the American Mathematical Society 1 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 1 Numerical Functional Analysis and Optimization 1 Proceedings of the American Mathematical Society 1 Mathematica Numerica Sinica 1 Chinese Annals of Mathematics. Series B 1 Journal of Classification 1 Probability Theory and Related Fields 1 International Journal of Approximate Reasoning 1 Applied Mathematics Letters 1 Queueing Systems 1 The Annals of Applied Probability 1 Journal of Global Optimization 1 European Journal of Operational Research 1 Journal of Statistical Computation and Simulation 1 Pattern Recognition 1 Journal of Mathematical Imaging and Vision 1 Potential Analysis 1 Mathematical Methods of Statistics 1 Annales Mathématiques Blaise Pascal 1 Bulletin des Sciences Mathématiques 1 Electronic Journal of Probability 1 Discrete and Continuous Dynamical Systems 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings 1 Mathematical Methods of Operations Research 1 ZAMM. Zeitschrift für Angewandte Mathematik und Mechanik 1 Statistical Inference for Stochastic Processes 1 Journal of the European Mathematical Society (JEMS) 1 Communications in Nonlinear Science and Numerical Simulation 1 Methodology and Computing in Applied Probability 1 Annales Henri Poincaré 1 Stochastic Models 1 Statistical Modelling 1 Communications on Pure and Applied Analysis 1 SIAM Journal on Applied Dynamical Systems 1 Analysis and Applications (Singapore) 1 Mathematical Biosciences and Engineering 1 Stochastics 1 Optimization Letters 1 Journal of Statistical Theory and Practice 1 Analysis & PDE 1 Foundations and Trends in Machine Learning 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Journal of Theoretical Biology 1 Stochastic Systems 1 SIAM Journal on Applied Algebra and Geometry 1 Advances in Continuous and Discrete Models all top 5 Cited in 34 Fields 84 Statistics (62-XX) 71 Operations research, mathematical programming (90-XX) 57 Numerical analysis (65-XX) 43 Probability theory and stochastic processes (60-XX) 35 Ordinary differential equations (34-XX) 35 Dynamical systems and ergodic theory (37-XX) 25 Functional analysis (46-XX) 22 Computer science (68-XX) 20 Partial differential equations (35-XX) 20 Calculus of variations and optimal control; optimization (49-XX) 14 Operator theory (47-XX) 5 Harmonic analysis on Euclidean spaces (42-XX) 5 Biology and other natural sciences (92-XX) 4 Systems theory; control (93-XX) 3 Global analysis, analysis on manifolds (58-XX) 3 Information and communication theory, circuits (94-XX) 2 Approximations and expansions (41-XX) 2 Differential geometry (53-XX) 2 Statistical mechanics, structure of matter (82-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Category theory; homological algebra (18-XX) 1 Real functions (26-XX) 1 Measure and integration (28-XX) 1 Functions of a complex variable (30-XX) 1 Special functions (33-XX) 1 Sequences, series, summability (40-XX) 1 Integral transforms, operational calculus (44-XX) 1 Convex and discrete geometry (52-XX) 1 General topology (54-XX) 1 Algebraic topology (55-XX) 1 Mechanics of particles and systems (70-XX) 1 Mechanics of deformable solids (74-XX) 1 Optics, electromagnetic theory (78-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.