Edit Profile Cuturi, Marco Compute Distance To: Compute Author ID: cuturi.marco Published as: Cuturi, Marco Documents Indexed: 12 Publications since 2005 all top 5 Co-Authors 0 single-authored 7 Peyré, Gabriel 1 Avis, David M. 1 Benamou, Jean-David 1 Bigot, Jéremie 1 Bonneel, Nicolas 1 Butscher, Adrian 1 Carlier, Guillaume 1 Cazelles, Elsa 1 Coeurjolly, David 1 Courty, Nicolas 1 De Goes, Fernando 1 Du, Tao 1 Flamary, Rémi 1 Fukumizu, Kenji 1 Guibas, Leonidas John 1 Heitz, Matthieu 1 Le, Tam 1 Nenna, Luca 1 Ngolè, Fred 1 Nguyen, Andy 1 Papadakis, Nicolas 1 Rakotomamonjy, Alain 1 Schmitz, Morgan A. 1 Seguy, Vivien 1 Solomon, Justin 1 Starck, Jean-Luc 1 Vert, Jean-Philippe all top 5 Serials 3 SIAM Journal on Imaging Sciences 2 Machine Learning 2 SIAM Journal on Scientific Computing 2 Journal of Machine Learning Research (JMLR) 1 ACM Transactions on Graphics 1 SIAM Review 1 Foundations and Trends in Machine Learning all top 5 Fields 8 Computer science (68-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 5 Numerical analysis (65-XX) 5 Operations research, mathematical programming (90-XX) 4 Statistics (62-XX) 2 Information and communication theory, circuits (94-XX) 1 Partial differential equations (35-XX) 1 Functional analysis (46-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 12 Publications have been cited 151 times in 108 Documents Cited by ▼ Year ▼ Iterative Bregman projections for regularized transportation problems. Zbl 1319.49073Benamou, Jean-David; Carlier, Guillaume; Cuturi, Marco; Nenna, Luca; Peyré, Gabriel 69 2015 Convolutional Wasserstein distances: efficient optimal transportation on geometric domains. Zbl 1334.68267Solomon, Justin; de Goes, Fernando; Peyré, Gabriel; Cuturi, Marco; Butscher, Adrian; Nguyen, Andy; Du, Tao; Guibas, Leonidas 33 2015 Computational optimal transport. With applications to data sciences. Zbl 07039357Peyré, Gabriel; Cuturi, Marco 13 2018 A smoothed dual approach for variational Wasserstein problems. Zbl 1335.49076Cuturi, Marco; Peyré, Gabriel 11 2016 Wasserstein dictionary learning: optimal transport-based unsupervised nonlinear dictionary learning. Zbl 1437.94027Schmitz, Morgan A.; Heitz, Matthieu; Bonneel, Nicolas; Ngolè, Fred; Coeurjolly, David; Cuturi, Marco; Peyré, Gabriel; Starck, Jean-Luc 7 2018 Ground metric learning. Zbl 1317.68149Cuturi, Marco; Avis, David 7 2014 Geodesic PCA versus log-PCA of histograms in the Wasserstein space. Zbl 1387.62077Cazelles, Elsa; Seguy, Vivien; Bigot, Jérémie; Cuturi, Marco; Papadakis, Nicolas 3 2018 Wasserstein discriminant analysis. Zbl 07024620Flamary, Rémi; Cuturi, Marco; Courty, Nicolas; Rakotomamonjy, Alain 2 2018 Semidual regularized optimal transport. Zbl 1402.49037Cuturi, Marco; Peyré, Gabriel 2 2018 A smoothed dual approach for variational Wasserstein problems. Zbl 1421.49027Cuturi, Marco; Peyré, Gabriel 2 2016 Adaptive Euclidean maps for histograms: generalized Aitchison embeddings. Zbl 1332.68181Le, Tam; Cuturi, Marco 1 2015 Semigroup kernels on measures. Zbl 1190.62004Cuturi, Marco; Fukumizu, Kenji; Vert, Jean-Philippe 1 2005 Computational optimal transport. With applications to data sciences. Zbl 07039357Peyré, Gabriel; Cuturi, Marco 13 2018 Wasserstein dictionary learning: optimal transport-based unsupervised nonlinear dictionary learning. Zbl 1437.94027Schmitz, Morgan A.; Heitz, Matthieu; Bonneel, Nicolas; Ngolè, Fred; Coeurjolly, David; Cuturi, Marco; Peyré, Gabriel; Starck, Jean-Luc 7 2018 Geodesic PCA versus log-PCA of histograms in the Wasserstein space. Zbl 1387.62077Cazelles, Elsa; Seguy, Vivien; Bigot, Jérémie; Cuturi, Marco; Papadakis, Nicolas 3 2018 Wasserstein discriminant analysis. Zbl 07024620Flamary, Rémi; Cuturi, Marco; Courty, Nicolas; Rakotomamonjy, Alain 2 2018 Semidual regularized optimal transport. Zbl 1402.49037Cuturi, Marco; Peyré, Gabriel 2 2018 A smoothed dual approach for variational Wasserstein problems. Zbl 1335.49076Cuturi, Marco; Peyré, Gabriel 11 2016 A smoothed dual approach for variational Wasserstein problems. Zbl 1421.49027Cuturi, Marco; Peyré, Gabriel 2 2016 Iterative Bregman projections for regularized transportation problems. Zbl 1319.49073Benamou, Jean-David; Carlier, Guillaume; Cuturi, Marco; Nenna, Luca; Peyré, Gabriel 69 2015 Convolutional Wasserstein distances: efficient optimal transportation on geometric domains. Zbl 1334.68267Solomon, Justin; de Goes, Fernando; Peyré, Gabriel; Cuturi, Marco; Butscher, Adrian; Nguyen, Andy; Du, Tao; Guibas, Leonidas 33 2015 Adaptive Euclidean maps for histograms: generalized Aitchison embeddings. Zbl 1332.68181Le, Tam; Cuturi, Marco 1 2015 Ground metric learning. Zbl 1317.68149Cuturi, Marco; Avis, David 7 2014 Semigroup kernels on measures. Zbl 1190.62004Cuturi, Marco; Fukumizu, Kenji; Vert, Jean-Philippe 1 2005 all cited Publications top 5 cited Publications all top 5 Cited by 237 Authors 9 Carlier, Guillaume 8 Cuturi, Marco 8 Peyré, Gabriel 5 Papadakis, Nicolas 5 Schmitzer, Bernhard 4 Benamou, Jean-David 4 Chen, Yongxin 3 Conforti, Giovanni 3 Cuesta-Albertos, Juan Antonio 3 del Barrio, Eustasio 3 Di Marino, Simone 3 Georgiou, Tryphon T. 3 Li, Wuchen 3 Matrán, Carlos 3 Mérigot, Quentin 3 Nenna, Luca 3 Schnörr, Christoph 3 Solomon, Justin 3 Vialard, François-Xavier 2 Abraham, Isabelle 2 Abraham, Romain 2 Acciaio, Beatrice 2 Álvarez-Esteban, Pedro César 2 Backhoff Veraguas, Julio D. 2 Bergounioux, Maïtine 2 Bigot, Jéremie 2 Cazelles, Elsa 2 Duval, Vincent 2 Essid, Montacer 2 Gallouët, Thomas O. 2 Laborde, Maxime 2 Osher, Stanley Joel 2 Pavon, Michele 2 Rabin, Julien 2 Ripani, Luigia 2 Schuhmacher, Dominic 2 Tabak, Esteban G. 2 Weed, Jonathan 1 Abrishami, Tara 1 Adzhiev, Valery 1 Agueh, Martial 1 Alfonsi, Aurélien 1 Amari, Shun-ichi 1 Aston, John A. D. 1 Åström, Freddie 1 Bach, Francis R. 1 Bacon, Xavier 1 Ballarin, Francesco 1 Baradat, Aymeric 1 Bassetti, Federico 1 Bec, Jérémie 1 Benning, Martin 1 Bernard, Florian 1 Blanchet, Adrien 1 Bonardi, Fabien 1 Bonneel, Nicolas 1 Broniatowski, Michel 1 Brossier, Romain 1 Burger, Martin 1 Butscher, Adrian 1 Buttazzo, Giuseppe 1 Cancès, Clément 1 Cardin, Franco 1 Carmona, René A. 1 Chambolle, Antonin 1 Chen, Yen-Chi 1 Chizat, Lénaïc 1 Chow, Yat Tin 1 Coeurjolly, David 1 Corbetta, Jacopo 1 Courty, Nicolas 1 Cui, Li 1 da Costa, Luciano F. 1 Daneri, Sara 1 De Goes, Fernando 1 de Gournay, Frédéric 1 de Resende, Bruno Messias F. 1 Debroux, Noémie 1 Delon, Julie 1 Desolneux, Agnès 1 Dessein, Arnaud 1 Dieci, Luca 1 Du, Tao 1 Ebert, Johannes Felix 1 Facca, Enrico 1 Fathi, Max 1 Flamary, Rémi 1 Forbes, Alistair B. 1 Fryazinov, Oleg 1 Gautier, Antoine 1 Gentil, Ivan 1 Gerber, Samuel 1 Gerolin, Augusto 1 Gozlan, Nathael 1 Gris, Barbara 1 Gu, Xianfeng David 1 Gualandi, Stefano 1 Guibas, Leonidas John 1 Guichard, Cindy 1 Guillen, Nestor ...and 137 more Authors all top 5 Cited in 55 Serials 12 SIAM Journal on Imaging Sciences 8 SIAM Journal on Scientific Computing 5 Journal of Scientific Computing 5 Journal of Mathematical Imaging and Vision 4 SIAM Journal on Mathematical Analysis 4 Bernoulli 3 Journal of Optimization Theory and Applications 3 Machine Learning 3 Journal of Machine Learning Research (JMLR) 3 Statistics and Computing 2 Archive for Rational Mechanics and Analysis 2 Inverse Problems 2 Numerische Mathematik 2 The Annals of Applied Probability 2 SIAM Journal on Applied Mathematics 2 Foundations of Computational Mathematics 2 Comptes Rendus. Mathématique. Académie des Sciences, Paris 2 Electronic Journal of Statistics 2 Information Geometry 1 Computers & Mathematics with Applications 1 Journal of Computational Physics 1 Journal of Fluid Mechanics 1 Journal of Mathematical Analysis and Applications 1 Nonlinearity 1 Mathematics of Computation 1 Applied Mathematics and Optimization 1 Journal of Computational and Applied Mathematics 1 Journal of Multivariate Analysis 1 SIAM Journal on Control and Optimization 1 SIAM Journal on Numerical Analysis 1 Computer Aided Geometric Design 1 ACM Transactions on Graphics 1 Probability Theory and Related Fields 1 European Journal of Applied Mathematics 1 Economics Letters 1 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences 1 Linear Algebra and its Applications 1 SIAM Review 1 Stochastic Processes and their Applications 1 SIAM Journal on Optimization 1 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI 1 Calculus of Variations and Partial Differential Equations 1 Journal of Convex Analysis 1 Vietnam Journal of Mathematics 1 Soft Computing 1 Mathematical Methods of Operations Research 1 Chaos 1 International Journal of Theoretical and Applied Finance 1 Milan Journal of Mathematics 1 Acta Numerica 1 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis 1 Statistical Analysis and Data Mining 1 Advances in Calculus of Variations 1 SIAM/ASA Journal on Uncertainty Quantification 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys all top 5 Cited in 24 Fields 44 Calculus of variations and optimal control; optimization (49-XX) 43 Numerical analysis (65-XX) 29 Operations research, mathematical programming (90-XX) 26 Statistics (62-XX) 24 Computer science (68-XX) 21 Probability theory and stochastic processes (60-XX) 10 Information and communication theory, circuits (94-XX) 8 Partial differential equations (35-XX) 8 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Fluid mechanics (76-XX) 4 Operator theory (47-XX) 4 Systems theory; control (93-XX) 3 Combinatorics (05-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Measure and integration (28-XX) 2 Integral equations (45-XX) 2 Functional analysis (46-XX) 2 Geometry (51-XX) 2 Differential geometry (53-XX) 1 History and biography (01-XX) 1 Difference and functional equations (39-XX) 1 Approximations and expansions (41-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Biology and other natural sciences (92-XX) Citations by Year