Jean-Michel Loubes

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Citations	3645	2624
h-index	32	27
i10-index	78	55

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Fabrice GamboaIMTVerified email at math.univ-toulouse.fr
Eustasio del BarrioIMUVA, Universidad de ValladolidVerified email at eio.uva.es
Laurent RisserIRHC-HDR @ CNRS - Toulouse Mathematics Institute - ANITIVerified email at math.univ-toulouse.fr
Alberto González-SanzAssistant professor, Columbia University, NYVerified email at columbia.edu
Elie MazaINP-ENSAT, Université de Toulouse, FranceVerified email at ensat.fr
François BachocAssistant professor (tenured), Toulouse Mathematics InstituteVerified email at math.univ-toulouse.fr
Paula GordalizaInstitut de Mathématiques de Toulouse and IMUVaVerified email at math.univ-toulouse.fr
Béatrice Laurent,INSA de Toulouse, Institut de Mathématiques de Toulouse et ANITIVerified email at insa-toulouse.fr
Thibaut Le GouicInstitut de Mathématiques de MarseilleVerified email at math.cnrs.fr
José BragaProfesseur Anthropobiologie, Université de Toulouse (Paul Sabatier)Verified email at univ-tlse3.fr
Jean DumoncelEngineerVerified email at univ-tlse3.fr
Patricia BALARESQUECNRSVerified email at univ-tlse3.fr
Aurélien GarivierEcole Normale Supérieure de LyonVerified email at ens-lyon.fr
Céline Castets-RenardFull Professor, Civil Law Faculty, University of Ottawa, Chair Accountable AIVerified email at uottawa.ca
Santiago GallónDepartment of Mathematics and Statistics, Faculty of Economic Sciences, University of AntioquiaVerified email at udea.edu.co
carenne ludenaData Scientist Leader at Matrix CPM SolutionsVerified email at matrixcpmsolutions.com
Chafik SAMIR,A. Prof, UCAVerified email at uca.fr
Bruno PelletierUniversité Rennes 2Verified email at univ-rennes2.fr
paul rochetUniversité de NantesVerified email at univ-nantes.fr
Maikol SolísUniversity of Costa RicaVerified email at ucr.ac.cr

Jean-Michel Loubes

INRIA (affiliated to Institut de Mathématiques de Toulouse) & ANITI

Verified email at math.univ-toulouse.fr - Homepage

Statistics Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Review and perspective for distance based trajectory clustering P Besse, B Guillouet, JM Loubes, R François IEEE Transactions on Intelligent Transportation, 2015	294*	2015
PLS: a new statistical insight through the prism of orthogonal polynomials M Blazère, F Gamboa, JM Loubes arXiv preprint arXiv:1405.5900, 2014	210*	2014
Obtaining fairness using optimal transport theory P Gordaliza, E Del Barrio, G Fabrice, JM Loubes International conference on machine learning, 2357-2365, 2019	196	2019
Existence and consistency of Wasserstein barycenters T Le Gouic, JM Loubes Probability Theory and Related Fields 168, 901-917, 2017	181	2017
Distribution’s template estimate with Wasserstein metrics E Boissard, T Le Gouic, JM Loubes Bernoulli 21 (2), 740-759, 2015	140	2015
Central limit theorems for empirical transportation cost in general dimension E Del Barrio, JM Loubes Annals of Probability 47 (2), 926-951, 2019	130	2019
Destination prediction by trajectory distribution-based model PC Besse, B Guillouet, JM Loubes, F Royer IEEE Transactions on Intelligent Transportation Systems 19 (8), 2470-2481, 2017	115	2017
Semi-parametric estimation of shifts F Gamboa, JM Loubes, E Maza Electronic Journal of Statistics 1, 616-640, 2007	97	2007
A survey of bias in machine learning through the prism of statistical parity P Besse, E del Barrio, P Gordaliza, JM Loubes, L Risser The American Statistician 76 (2), 188-198, 2022	83*	2022
A Gaussian process regression model for distribution inputs F Bachoc, F Gamboa, JM Loubes, N Venet IEEE Transactions on Information Theory 64 (10), 6620-6637, 2017	71	2017
A new partial temporal bone of a juvenile hominin from the site of Kromdraai B (South Africa) J Braga, JF Thackeray, J Dumoncel, D Descouens, L Bruxelles, ... Journal of human evolution 65 (4), 447-456, 2013	65	2013
Projection to fairness in statistical learning TL Gouic, JM Loubes, P Rigollet arXiv preprint arXiv:2005.11720, 2020	64*	2020
Statistical Properties of the Quantile Normalization Method for Density Curve Alignment S Gallón, JM Loubes, E Maza Mathematical biosciences, 2011	60	2011
Achieving robustness in classification using optimal transport with hinge regularization M Serrurier, F Mamalet, A González-Sanz, T Boissin, JM Loubes, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	56	2021
Disproportionate Cochlear Length in Genus Homo Shows a High Phylogenetic Signal during Apes’ Hearing Evolution EG J Braga, JM Loubes, D Descouens, J Dumoncel, JF Thackeray, JL Kahn, F de ... PloS one 10 (6), e0127780, 2015	55	2015
Adaptive estimation with soft thresholding penalties JM Loubes, S Van De Geer Statistica Neerlandica 56 (4), 453-478, 2002	55	2002
Non asymptotic minimax rates of testing in signal detection with heterogeneous variances B Laurent, JM Loubes, C Marteau	52	2012
Discussion of" Least angle regression" by Efron et al PM J-M Loubes The Annals of Statistics, 2004	52*	2004
An improved central limit theorem and fast convergence rates for entropic transportation costs E del Barrio, AG Sanz, JM Loubes, J Niles-Weed SIAM Journal on Mathematics of Data Science 5 (3), 639-669, 2023	45	2023
Review of mathematical frameworks for fairness in machine learning E Del Barrio, P Gordaliza, JM Loubes arXiv preprint arXiv:2005.13755, 2020	41	2020

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