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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
Preprints, Working Papers, ... hal-02993462v1

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
Preprints, Working Papers, ... hal-00995049v1
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Prediction by quantization of a conditional distribution

Jean-Michel Loubes , Bruno Pelletier
Electronic Journal of Statistics , 2017, 11 (1), pp.2679-2706. ⟨10.1214/17-EJS1296⟩
Journal articles hal-01299554v2

Maximum entropy estimation for survey sampling

Fabrice Gamboa , Jean-Michel Loubes , Paul Rochet
Journal of Statistical Planning and Inference, 2011, 141 (1), pp.305-317. ⟨10.1016/j.jspi.2010.06.002⟩
Journal articles hal-00631071v1
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Jean-Michel Loubes , M Andrea Arias-Serna , Francisco J Caro-Lopera
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
Probability Theory and Related Fields, 2017, 168 (3-4), pp.901-917. ⟨10.1007/s00440-016-0727-z⟩
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
IEEE Transactions on Intelligent Transportation Systems, 2016, 17 (11), pp.3306-3317. ⟨10.1109/TITS.2016.2547641⟩
Journal articles hal-01305993v1

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

Nonparametric estimation of covariance functions by model selection

Jérémie Bigot , Rolando Biscay , Jean-Michel Loubes , Muniz-Alvarez Lilian
Electronic Journal of Statistics , 2010, 4, pp.822-855. ⟨10.1214/09-EJS493⟩
Journal articles hal-00629299v1
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Adaptive Covariance Estimation with model selection.

Rolando Biscay , Hélène Lescornel , Jean-Michel Loubes
Mathematical Methods of Statistics, 2012, 21 (4), pp.283-297. ⟨10.3103/S1066530712040023⟩
Journal articles hal-00675273v1

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
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
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
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 of Multivariate Analysis, 2019, 169, pp.341-362. ⟨10.1016/j.jmva.2018.09.014⟩
Journal articles hal-01269785v4
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Regularization with Approximated $L^2$ Maximum Entropy Method

Jean-Michel Loubes , Paul Rochet
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
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
Preprints, Working Papers, ... hal-00420301v1

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

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

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 on Computer Vision and Pattern Recognition, Jun 2021, Virtuel, Canada. ⟨10.1109/CVPR46437.2021.00057⟩
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
Preprints, Working Papers, ... hal-03142788v1
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Fairness seen as Global Sensitivity Analysis

Clément Bénesse , Fabrice Gamboa , Jean-Michel Loubes , Thibaut Boissin
Preprints, Working Papers, ... hal-03160697v2