Jean-Michel Loubes

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Citations	2235	1528
h-index	25	18
i10-index	55	37

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Fabrice GamboaIMTVerified email at math.univ-toulouse.fr
Eustasio del BarrioIMUVA, Universidad de ValladolidVerified email at eio.uva.es
Philippe BesseInstitut de Mathématiques de Toulouse - INSAVerified email at math.univ-toulouse.fr
Elie MazaINP-ENSAT, Université de Toulouse, FranceVerified email at ensat.fr
Thibaut Le GouicInstitut de Mathématiques de MarseilleVerified email at math.cnrs.fr
François BachocAssistant professor (tenured), Toulouse Mathematics InstituteVerified email at math.univ-toulouse.fr
Laurent RisserCNRS - Toulouse Mathematics Institute - Artificial and Natural Intelligence Toulouse 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
José BragaProfesseur Anthropobiologie, Université de Toulouse (Paul Sabatier)Verified email at univ-tlse3.fr
Alberto González-SanzÉcole Doctorale Mathématiques Informatique Télécommunications de ToulouseVerified email at univ-tlse3.fr
Jean DumoncelEngineerVerified email at univ-tlse3.fr
Patricia BALARESQUECNRSVerified email at univ-tlse3.fr
Santiago GallónAssociate Professor. Department of Mathematics and Statistics, Faculty of Economic SciencesVerified email at udea.edu.co
carenne ludenaData Scientist Leader at Matrix CPM SolutionsVerified email at matrixcpmsolutions.com
Aurélien GarivierEcole Normale Supérieure de LyonVerified email at ens-lyon.fr
Bruno PelletierUniversité Rennes 2Verified email at univ-rennes2.fr
Chafik Samir,UCA CNRS LIMOSVerified email at uca.fr
Céline Castets-RenardFull Professor, Civil Law Faculty, University of Ottawa, Chair Accountable AIVerified email at uottawa.ca
Ismaël CastilloProfessor of Statistics, Sorbonne UniversitéVerified email at upmc.fr

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	176*	2015
Existence and consistency of Wasserstein barycenters T Le Gouic, JM Loubes Probability Theory and Related Fields 168 (3), 901-917, 2017	115	2017
PLS: a new statistical insight through the prism of orthogonal polynomials M Blazere, F Gamboa, JM Loubes arXiv preprint arXiv:1405.5900, 2014	115*	2014
Distribution’s template estimate with Wasserstein metrics E Boissard, T Le Gouic, JM Loubes Bernoulli 21 (2), 740-759, 2015	112*	2015
Obtaining fairness using optimal transport theory P Gordaliza, E Del Barrio, G Fabrice, JM Loubes International Conference on Machine Learning, 2357-2365, 2019	102	2019
Semi-parametric estimation of shifts F Gamboa, JM Loubes, E Maza Electronic Journal of Statistics 1, 616-640, 2007	94	2007
Central limit theorems for empirical transportation cost in general dimension E Del Barrio, JM Loubes The Annals of Probability 47 (2), 926-951, 2019	88	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	79	2017
Adaptive estimation with soft thresholding penalties JM Loubes, S Van De Geer Statistica Neerlandica 56 (4), 453-478, 2002	51	2002
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	50	2013
Statistical Properties of the Quantile Normalization Method for Density Curve Alignment S Gallón, JM Loubes, E Maza Mathematical biosciences, 2011	48	2011
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	44	2015
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	42	2017
Testing inverse problems: A direct or an indirect problem? B Laurent, JM Loubes, C Marteau Journal of Statistical Planning and Inference, 2010	40	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	40	2009
Non asymptotic minimax rates of testing in signal detection with heterogeneous variances B Laurent, JM Loubes, C Marteau Electronic Journal of Statistics 6, 91-122, 2012	39	2012
Penalized estimators for non linear inverse problems JM Loubes, C Ludena ESAIM: Probability and Statistics 14, 173-191, 2010	37*	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	34*	2019
Estimation of the distribution of random shifts deformation I Castillo, JM Loubes Mathematical Methods of Statistics 18 (1), 21-42, 2009	31*	2009
Hurst exponent estimation of fractional Lévy motion C Lacaux, JM Loubes ALEA: Latin American Journal of Probability and Mathematical Statistics 3 …, 2007	29*	2007

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