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Central Limit Theorem for empirical transportation cost in general dimension
Eustasio del Barrio
,
Jean-Michel Loubes
Annals of Probability, 2019, 2
Article dans une revue
hal-01517192v3
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PLS: a new statistical insight through the prism of orthogonal polynomials
Mélanie Blazère
,
Fabrice Gamboa
,
Jean-Michel Loubes
2014
Pré-publication, Document de travail
hal-00995049v1
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Prediction by quantization of a conditional distribution
Jean-Michel Loubes
,
Bruno Pelletier
Article dans une revue
hal-01299554v2
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Leveraging Influence Functions for Dataset Exploration and Cleaning
Agustin Martin Picard
,
David Vigouroux
,
Petr Zamolodtchikov
,
Quentin Vincenot
,
Jean-Michel Loubes
,
et al.
11th European Congress Embedded Real Time Systems (ERTS 2022), Jun 2022, Toulouse, France. pp.1-8
Communication dans un congrès
hal-03617649v1
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Minimax optimal goodness-of-fit testing for densities and multinomials under a local differential privacy constraint
Joseph Lam-Weil
,
Béatrice Laurent
,
Jean-Michel Loubes
2021
Pré-publication, Document de travail
hal-02993462v1
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Adaptive estimation for an inverse regression model with unknown operator
Jean-Michel Loubes
,
Clément Marteau
Statistics & Risk Modeling with Applications in Finance and Insurance, 2012, 29 (3), pp.215-242. ⟨10.1524/strm.2012.1044⟩
Article dans une revue
hal-00934906v1
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GAN Estimation of Lipschitz Optimal Transport Maps
Alberto González-Sanz
,
Lucas de Lara
,
Louis Béthune
,
Jean-Michel Loubes
2022
Pré-publication, Document de travail
hal-03575178v1
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Apprentissage sur Données Massives; trois cas d'usage avec R, Python et Spark.
Philippe Besse
,
Brendan Guillouet
,
Jean-Michel Loubes
Myriam MAUMY-BERTRAND, Gilbert SAPORTA,Christine THOMAS-AGNAN. Apprentissage Statistique et Données Massives, Technip, 2017, Journées d'Etudes en Statistisque
Chapitre d'ouvrage
hal-01350099v3
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Achieving robustness in classification using optimal transport with hinge regularization
Mathieu Serrurier
,
Franck Mamalet
,
Alberto González-Sanz
,
Thibaut Boissin
,
Jean-Michel Loubes
,
et al.
Communication dans un congrès
hal-03033400v1
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Fairness seen as Global Sensitivity Analysis
Clément Bénesse
,
Fabrice Gamboa
,
Jean-Michel Loubes
,
Thibaut Boissin
2021
Pré-publication, Document de travail
hal-03160697v2
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Functional calibration estimation by the maximum entropy on the mean principle
S. Gallón
,
Fabrice Gamboa
,
Jean-Michel Loubes
Statistics, 2014, 49 (5), pp.989-1004
Article dans une revue
hal-01980674v1
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Parametric estimation for Gaussian fields indexed by graphs
Thibault Espinasse
,
Fabrice Gamboa
,
Jean-Michel Loubes
Probability Theory and Related Fields, 2014, 159 (1-2), pp.117-155
Article dans une revue
hal-01980655v1
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Central Limit Theorem and bootstrap procedure for Wasserstein's variations with application to structural relationships between distributions
Eustasio del Barrio
,
Paula Gordaliza
,
Hélène Lescornel
,
Jean-Michel Loubes
Article dans une revue
hal-01269785v4
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A Consistent Extension of Discrete Optimal Transport Maps for Machine Learning Applications
Lucas de Lara
,
Alberto González-Sanz
,
Jean-Michel Loubes
2021
Pré-publication, Document de travail
hal-03142788v1
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A new gene co-expression network analysis based on Core Structure Detection (CSD)
Anne-Claire Brunet
,
Jean-Marc Azaïs
,
Jean-Michel Loubes
,
J Amar
,
R Burcelin
2016
Pré-publication, Document de travail
hal-01341529v1
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A data driven trimming procedure for robust classification
Marina Agulló Antolín
,
Eustasio del Barrio
,
Jean-Michel Loubes
2017
Pré-publication, Document de travail
hal-01437147v1
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Nonparametric estimation of covariance functions by model selection
Jérémie Bigot
,
Rolando Biscay
,
Jean-Michel Loubes
,
Lilian Muniz Alvarez
2009
Pré-publication, Document de travail
hal-00420301v1
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Regularization with Approximated $L^2$ Maximum Entropy Method
Jean-Michel Loubes
,
Paul Rochet
2009
Pré-publication, Document de travail
hal-00389698v1
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Gaussian stationary processes over graphs, general frame and maximum likelihood identification
Thibault Espinasse
,
Fabrice Gamboa
,
Jean-Michel Loubes
2012
Rapport
hal-00586905v3
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Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics
Velandia Daira
,
François Bachoc
,
Bevilacqua Moreno
,
Gendre Xavier
,
Jean-Michel Loubes
2016
Pré-publication, Document de travail
hal-01294547v1
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Multiple Testing for Outlier Detection in Space Telemetries
Clementine Barreyre
,
Béatrice Laurent
,
Jean-Michel Loubes
,
Loic Boussouf
,
Bertrand Cabon
Article dans une revue
hal-02963672v1
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Echoes from the past: New insights into the early hominin cochlea from a phylo-morphometric approach
José Braga
,
Priscille Bouvier
,
Jordan Romeyer Dherbey
,
Patricia Balaresque
,
Laurent Risser
,
et al.
Article dans une revue
hal-01754860v1
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Distribution's template estimate with Wasserstein metrics
Emmanuel Boissard
,
Thibaut Le Gouic
,
Jean-Michel Loubes
Article dans une revue
hal-01291302v1
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Destination Prediction by Trajectory Distribution Based Model
Brendan Guillouet
,
Philippe Besse
,
Jean-Michel Loubes
,
François Royer
Article dans une revue
hal-01309337v1
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Distribution's template estimate with Wasserstein metrics
Emmanuel Boissard
,
Thibaut Le Gouic
,
Jean-Michel Loubes
2011
Rapport
hal-00644682v2
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Adaptive complexity regularization for linear inverse problems
Jean-Michel Loubes
,
Carenne Ludeña
2008
Pré-publication, Document de travail
hal-00347815v1
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l1 penalty for Ill-Posed Inverse Problems
Jean-Michel Loubes
Article dans une revue
hal-00635438v1
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Rates of convergence in conditional covariance matrix with nonparametric entries estimation
Jean-Michel Loubes
,
Clément Marteau
,
Maikol Solis
Article dans une revue
hal-04135100v1
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Obtaining fairness using optimal transport theory
Eustasio del Barrio
,
Fabrice Gamboa
,
Paula Gordaliza
,
Jean-Michel Loubes
International Conference on Machine Learning, Jun 2019, Los Angeles, United States
Communication dans un congrès
hal-01806912v1
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optimalFlow : Optimal-transport approach to flow cytometry gating and population matching
Eustasio del Barrio
,
Hristo Inouzhe
,
Jean-Michel Loubes
,
Carlos Matrán
,
Agustín Mayo-Íscar
Article dans une revue
hal-02964979v1
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