Jean-Michel Loubes

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	All	Since 2018
Citations	2789	1942
h-index	29	21
i10-index	61	43

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Fabrice GamboaIMTVerified email at math.univ-toulouse.fr
Eustasio del BarrioIMUVA, Universidad de ValladolidVerified email at eio.uva.es
Elie MazaINP-ENSAT, Université de Toulouse, FranceVerified email at ensat.fr
Laurent RisserCNRS - Toulouse Mathematics Institute - Artificial and Natural Intelligence Toulouse InstituteVerified email at math.univ-toulouse.fr
François BachocAssistant professor (tenured), Toulouse Mathematics InstituteVerified email at math.univ-toulouse.fr
Alberto González-SanzÉcole Doctorale Mathématiques Informatique Télécommunications de ToulouseVerified email at univ-tlse3.fr
Thibaut Le GouicInstitut de Mathématiques de MarseilleVerified email at math.cnrs.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
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
Santiago GallónDepartment of Mathematics and Statistics, Faculty of Economic Sciences, University of AntioquiaVerified email at udea.edu.co
Céline Castets-RenardFull Professor, Civil Law Faculty, University of Ottawa, Chair Accountable AIVerified email at uottawa.ca
carenne ludenaData Scientist Leader at Matrix CPM SolutionsVerified email at matrixcpmsolutions.com
Bruno PelletierUniversité Rennes 2Verified email at univ-rennes2.fr
Chafik Samir,UCA CNRS LIMOSVerified email at uca.fr
paul rochetUniversité de NantesVerified email at univ-nantes.fr
Maikol SolísUniversity of Costa RicaVerified email at ucr.ac.cr

Jean-Michel Loubes

Institut de Mathématiques de Toulouse & ANITI

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

Statistics Machine Learning


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Review and perspective for distance based trajectory clustering P Besse, B Guillouet, JM Loubes, R François arXiv preprint arXiv:1508.04904, 2015	226*	2015
PLS: a new statistical insight through the prism of orthogonal polynomials M Blazère, F Gamboa, JM Loubes arXiv preprint arXiv:1405.5900, 2014	157*	2014
Existence and consistency of Wasserstein barycenters T Le Gouic, JM Loubes Probability Theory and Related Fields 168, 901-917, 2017	141	2017
Obtaining fairness using optimal transport theory P Gordaliza, E Del Barrio, G Fabrice, JM Loubes International Conference on Machine Learning, 2357-2365, 2019	140	2019
Distribution’s template estimate with Wasserstein metrics E Boissard, T Le Gouic, JM Loubes	130	2015
Central limit theorems for empirical transportation cost in general dimension E Del Barrio, JM Loubes	106	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	96	2017
Semi-parametric estimation of shifts F Gamboa, JM Loubes, E Maza Electronic Journal of Statistics 1, 616-640, 2007	95	2007
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	57	2013
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	56	2017
Adaptive estimation with soft thresholding penalties JM Loubes, S Van De Geer Statistica Neerlandica 56 (4), 453-478, 2002	53	2002
Discussion of" Least angle regression" by Efron et al RA Stine arXiv preprint math/0406471, 2004	52*	2004
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	51	2015
Statistical Properties of the Quantile Normalization Method for Density Curve Alignment S Gallón, JM Loubes, E Maza Mathematical biosciences, 2011	51	2011
Non asymptotic minimax rates of testing in signal detection with heterogeneous variances B Laurent, JM Loubes, C Marteau	44	2012
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	41*	2022
Testing inverse problems: A direct or an indirect problem? B Laurent, JM Loubes, C Marteau Journal of Statistical Planning and Inference, 2010	41	2010
Central limit theorem and bootstrap procedure for Wasserstein’s variations with an application to structural relationships between distributions E Del Barrio, P Gordaliza, H Lescornel, JM Loubes Journal of Multivariate Analysis 169, 341-362, 2019	39*	2019
Penalized estimators for non linear inverse problems JM Loubes, C Ludena ESAIM: Probability and Statistics 14, 173-191, 2010	39*	2010
Statistical M-estimation and consistency in large deformable models for image warping J Bigot, S Gadat, JM Loubes Journal of Mathematical Imaging and Vision 34 (3), 270-290, 2009	39	2009

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