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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
Preprints, Working Papers, ...
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⟩
Journal articles
hal-00934906v1
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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
Conference papers
hal-03617649v1
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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
Journal articles
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
Preprints, Working Papers, ...
hal-00995049v1
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Prediction by quantization of a conditional distribution
Jean-Michel Loubes
,
Bruno Pelletier
Journal articles
hal-01299554v2
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Maximum entropy estimation for survey sampling
Fabrice Gamboa
,
Jean-Michel Loubes
,
Paul Rochet
Journal articles
hal-00631071v1
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RISK MEASURES AND CREDIT RISK UNDER THE BETA-KOTZ DISTRIBUTION
Jean-Michel Loubes
,
M Andrea Arias-Serna
,
Francisco J Caro-Lopera
2018
Preprints, Working Papers, ...
hal-01824461v1
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Distribution regression model with a Reproducing Kernel Hilbert Space approach
Thi Thien Trang Bui
,
Jean-Michel Loubes
,
Laurent Risser
,
Patricia Balaresque
Canadian Journal of Statistics, 2018
Journal articles
hal-01824022v1
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Existence and Consistency of Wasserstein Barycenters
Thibaut Le Gouic
,
Jean-Michel Loubes
Journal articles
hal-01163262v2
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Review & Perspective for Distance Based Clustering of Vehicle Trajectories
Philippe Besse
,
Brendan Guillouet
,
Jean-Michel Loubes
,
François Royer
Journal articles
hal-01305993v1
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Gaussian process regression model for distribution inputs
François Bachoc
,
Fabrice Gamboa
,
Jean-Michel Loubes
,
Nil Venet
First UQSay seminar on UQ, DACE and related topics (UQSay #01), Mar 2019, Gif-sur-Yvette, France
Conference papers
hal-03109928v1
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Testing Inverse Problems : a direct or an indirect problem ?
Béatrice Laurent
,
Jean-Michel Loubes
,
Clément Marteau
Journal of Statistical Planning and Inference, 2011, 141, pp.1849-1861
Journal articles
hal-00528909v1
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Nonparametric estimation of covariance functions by model selection
Jérémie Bigot
,
Rolando Biscay
,
Jean-Michel Loubes
,
Muniz-Alvarez Lilian
Journal articles
hal-00629299v1
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Adaptive Covariance Estimation with model selection.
Rolando Biscay
,
Hélène Lescornel
,
Jean-Michel Loubes
Journal articles
hal-00675273v1
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Oracle Inequalities for a Group Lasso Procedure Applied to Generalized Linear Models in High Dimension
Mélanie Blazère
,
Jean-Michel Loubes
,
Fabrice Gamboa
IEEE Transactions on Information Theory, 2014, 60 (4), pp.2303-2318
Journal articles
hal-01980634v1
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Encadrement des risques techniques et juridiques des activités de police prédictive
Céline Castets-Renard
,
Philippe Besse
,
Jean-Michel Loubes
,
Laurent Perrussel
[Rapport de recherche] Centre des Hautes Etudes du Ministère de l'Intérieur. 2019
Reports
hal-02190585v1
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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
Preprints, Working Papers, ...
hal-01341529v1
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A data driven trimming procedure for robust classification
Marina Agulló Antolín
,
Eustasio del Barrio
,
Jean-Michel Loubes
2017
Preprints, Working Papers, ...
hal-01437147v1
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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
Preprints, Working Papers, ...
hal-01294547v1
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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
Book sections
hal-01350099v3
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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
Journal articles
hal-01269785v4
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Regularization with Approximated $L^2$ Maximum Entropy Method
Jean-Michel Loubes
,
Paul Rochet
2009
Preprints, Working Papers, ...
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
Reports
hal-00586905v3
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Nonparametric estimation of covariance functions by model selection
Jérémie Bigot
,
Rolando Biscay
,
Jean-Michel Loubes
,
Lilian Muniz Alvarez
2009
Preprints, Working Papers, ...
hal-00420301v1
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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
Journal articles
hal-01980655v1
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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
Journal articles
hal-01980674v1
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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.
Conference papers
hal-03033400v1
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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
Preprints, Working Papers, ...
hal-03142788v1
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Fairness seen as Global Sensitivity Analysis
Clément Bénesse
,
Fabrice Gamboa
,
Jean-Michel Loubes
,
Thibaut Boissin
2021
Preprints, Working Papers, ...
hal-03160697v2
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