Jean-Michel Loubes

87%
Libre accès
125
Documents
Affiliation actuelle
  • Institut de Mathématiques de Toulouse UMR5219 (IMT)
Identifiants chercheurs

Domaines de recherche

Statistiques [math.ST]

Compétences

Machine Learning

Publications

71
8
8
5
5
5
4
3
3
3
2
2
1
1
1
1
1
1
27
11
9
9
9
9
8
7
6
6
5
5
5
5
4
4
4
4
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
19
3
2
1
1
1
1

Publications

Image document

Hoeffding decomposition of functions of random dependent variables

Marouane Il Idrissi , Nicolas Bousquet , Fabrice Gamboa , Bertrand Iooss , Jean-Michel Loubes
Journal of Multivariate Analysis, 2025, 208, pp.105444. ⟨10.1016/j.jmva.2025.105444⟩
Article dans une revue hal-04233915 v4
Image document

Diversity-Preserving K-Armed Bandits, Revisited

Hédi Hadiji , Sébastien Gerchinovitz , Jean-Michel Loubes , Gilles Stoltz
Transactions on Machine Learning Research Journal, 2024, July
Article dans une revue hal-02957485 v3
Image document

Transport-based Counterfactual Models

Lucas de Lara , Alberto González-Sanz , Nicholas Asher , Laurent Risser , Jean-Michel Loubes
Journal of Machine Learning Research, 2024, 25 (136), pp.1-59. ⟨10.1145/3351095.3372845⟩
Article dans une revue hal-03216124 v3
Image document

Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models

Marouane Il Idrissi , Nicolas Bousquet , Fabrice Gamboa , Bertrand Iooss , Jean-Michel Loubes
Electronic Journal of Statistics , 2024, 18 (2), pp.2721-2770. ⟨10.1214/24-EJS2268⟩
Article dans une revue hal-03784768 v2
Image document

Fairness seen as Global Sensitivity Analysis

Clément Bénesse , Fabrice Gamboa , Jean-Michel Loubes , Thibaut Boissin
Machine Learning, 2024, 113, pp.3205-3232. ⟨10.1007/s10994-022-06202-y⟩
Article dans une revue hal-03160697 v2
Image document

On the coalitional decomposition of parameters of interest

Marouane Il Idrissi , Nicolas Bousquet , Fabrice Gamboa , Bertrand Iooss , Jean-Michel Loubes
Comptes Rendus. Mathématique, 2023, 361, pp.1653--1662. ⟨10.5802/crmath.521⟩
Article dans une revue hal-03927476 v1
Image document

Human liver microbiota modeling strategy at the early onset of fibrosis

Camille Champion , Radu M Neagoe , Maria Effernberger , Daniela T Sala , Florence Servant et al.
BMC Microbiology, 2023, 23 (1), pp.34. ⟨10.1186/s12866-023-02774-4⟩
Article dans une revue hal-04951093 v1
Image document

Minimax optimal goodness-of-fit testing for densities and multinomials under a local differential privacy constraint

Joseph Lam-Weil , Béatrice Laurent , Jean-Michel Loubes
Bernoulli, 2022, 28 (1), ⟨10.3150/21-BEJ1358⟩
Article dans une revue hal-02993462 v1

Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization

Laurent Risser , Alberto González-Sanz , Quentin Vincenot , Jean-Michel Loubes
Journal of Mathematical Imaging and Vision, 2022, 64, p. 672-689. ⟨10.1007/s10851-022-01090-2⟩
Article dans une revue hal-03324550 v1
Image document

Bayesian Regression and Classification Using Gaussian Process Priors Indexed by Probability Density Functions

Anis Fradi , Y. Feunteun , Chafik Samir , M. Bakloul , François Bachoc et al.
Information Sciences, 2021, ⟨10.1016/j.ins.2020.09.027⟩
Article dans une revue hal-02967770 v1

Detection of Representative Variables in Complex Systems with Interpretable Rules Using Core-Clusters

Camille Champion , Anne-Claire Brunet , Rémy Burcelin , Jean-Michel Loubes , Laurent Risser
Algorithms, 2021, 14 (2), pp.66. ⟨10.3390/a14020066⟩
Article dans une revue hal-03151634 v1

Rates of convergence in conditional covariance matrix with nonparametric entries estimation

Jean-Michel Loubes , Clément Marteau , Maikol Solis
Communications in Statistics - Theory and Methods, 2020, 49 (18), pp.4536-4558. ⟨10.1080/03610926.2019.1602652⟩
Article dans une revue hal-04135100 v1

optimalFlow : Optimal-transport approach to flow cytometry gating and population matching

Eustasio del Barrio , Hristo Inouzhe , Jean-Michel Loubes , Carlos Matrán , Agustín Mayo-Íscar
BMC Bioinformatics, 2020, ⟨10.1186/s12859-020-03795-w⟩
Article dans une revue hal-02964979 v1

Multiple Testing for Outlier Detection in Space Telemetries

Clementine Barreyre , Béatrice Laurent , Jean-Michel Loubes , Loic Boussouf , Bertrand Cabon
IEEE Transactions on Big Data, 2020, 6 (3), pp.443-451. ⟨10.1109/TBDATA.2019.2954831⟩
Article dans une revue hal-02963672 v1
Image document

Gaussian field on the symmetric group: Prediction and learning

François Bachoc , Baptiste Broto , Fabrice Gamboa , Jean-Michel Loubes
Electronic Journal of Statistics , 2020, 14, pp.503-546. ⟨10.1214/19-EJS1674⟩
Article dans une revue hal-01731251 v5

A central limit theorem for Lp transportation cost on the real line with application to fairness assessment in machine learning

Eustasio del Barrio , Paula Gordaliza , Jean-Michel Loubes
Information and Inference, 2019, 8 (4), pp.817-849. ⟨10.1093/imaiai/iaz016⟩
Article dans une revue hal-02963673 v1
Image document

Cochlear shape reveals that the human organ of hearing is sex-typed from birth

J Braga , C Samir , Laurent Risser , Jean Dumoncel , D Descouens et al.
Scientific Reports, 2019, 9, pp.10889. ⟨10.1038/s41598-019-47433-9⟩
Article dans une revue hal-04790127 v1
Image document

Central Limit Theorem for empirical transportation cost in general dimension

Eustasio del Barrio , Jean-Michel Loubes
Annals of Probability, 2019, 47 (2), pp.926-951. ⟨10.1214/18-AOP1275⟩
Article dans une revue hal-01517192 v3

Distribution regression model with a Reproducing Kernel Hilbert Space approach

Bui Thi Thien Trang , Jean-Michel Loubes , Laurent Risser , Patricia Balaresque
Communications in Statistics - Theory and Methods, 2019, pp.1-23. ⟨10.1080/03610926.2019.1658782⟩
Article dans une revue hal-02413185 v1
Image document

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⟩
Article dans une revue hal-01269785 v4
Image document

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
Article dans une revue hal-01824022 v1
Image document

A Gaussian Process Regression Model for Distribution Inputs

François Bachoc , Fabrice Gamboa , Jean-Michel Loubes , Nil Venet
IEEE Transactions on Information Theory, 2018, 64 (10), pp.6620 - 6637
Article dans une revue hal-01450002 v2

Oral health and microbiota status in professional rugby players: A case-control study

Matthieu Minty , Thibault Canceill , Sylvie Lê , Pauline Dubois , Oihana Amestoy et al.
Journal of Dentistry, 2018, 79, pp.53-60. ⟨10.1016/j.jdent.2018.10.001⟩
Article dans une revue hal-02624123 v1
Image document

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⟩
Article dans une revue hal-01163262 v2
Image document

Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics

Daira Velandia , Moreno Bevilacqua , François Bachoc , Xavier Gendre , Jean-Michel Loubes
Electronic Journal of Statistics , 2017, 11 (2), pp.2978-3007. ⟨10.1214/17-EJS1298⟩
Article dans une revue hal-01597076 v1
Image document

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.
Comptes Rendus. Palevol, 2017, 16 (5-6), pp.508-520. ⟨10.1016/j.crpv.2017.02.003⟩
Article dans une revue hal-01754860 v1
Image document

Destination Prediction by Trajectory Distribution Based Model

Brendan Guillouet , Philippe Besse , Jean-Michel Loubes , François Royer
IEEE Transactions on Intelligent Transportation Systems, 2017, ⟨10.1109/TITS.2017.2749413⟩
Article dans une revue hal-01309337 v1

Efficient estimation of conditional covariance matrices for dimension reduction

Sébastien da Veiga , Jean-Michel Loubes , Maikol Solís
Communications in Statistics - Theory and Methods, 2017, 46 (9), pp.4403 - 4424. ⟨10.1080/03610926.2015.1083109⟩
Article dans une revue hal-01564965 v1
Image document

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⟩
Article dans une revue hal-01299554 v2
Image document

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⟩
Article dans une revue hal-01305993 v1
Image document

A Kriging procedure for processes indexed by graphs

Thibault Espinasse , Jean-Michel Loubes
Statistical Inference for Stochastic Processes, 2016, 19 (2), pp.159-173. ⟨10.1007/s11203-015-9128-7⟩
Article dans une revue hal-01014022 v1
Image document

Distribution's template estimate with Wasserstein metrics

Emmanuel Boissard , Thibaut Le Gouic , Jean-Michel Loubes
Bernoulli, 2015, 21 (2), ⟨10.3150/13-BEJ585⟩
Article dans une revue hal-01291302 v1
Image document

Disproportionate Cochlear Length in Genus Homo Shows a High Phylogenetic Signal during Apes’ Hearing Evolution

José Braga , Jean-Michel Loubes , D. Descouens , Jean Dumoncel , J. Thackeray et al.
PLoS ONE, 2015, 10 (6), pp.e0127780. ⟨10.1371/journal.pone.0127780⟩
Article dans une revue hal-03039279 v1

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
Article dans une revue hal-01980634 v1
Image document

Big Data Analytics - Retour vers le Futur 3; De Statisticien à Data Scientist

Philippe Besse , Aurélien Garivier , Jean-Michel Loubes
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2014, Systèmes d'information et big data, 19 (3), pp.93. ⟨10.3166/isi.19.3.93-105⟩
Article dans une revue hal-00959267 v3

A robust algorithm for template curve estimation based on manifold embedding

Chloé Dimeglio , Santiago Gallón , Jean-Michel Loubes , Elie Maza
Computational Statistics and Data Analysis, 2014, 70, pp.373-386. ⟨10.1016/j.csda.2013.09.030⟩
Article dans une revue hal-02631097 v1
Image document

Goodness-of-fit testing strategies from indirect observations

Jean-Michel Loubes , Clément Marteau
Journal of Nonparametric Statistics, 2014, 26 (1), pp.85-99
Article dans une revue hal-00949508 v1

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-01980674 v1

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-01980655 v1

Kernel inverse regression for random fields

Jean-Michel Loubes , Anne-Françoise Yao
International Journal of Applied Mathematics and statistics, 2013, 32 (2), p. 1-26
Article dans une revue hal-00966142 v1
Image document

LAN property for some fractional type Brownian motion

Serge Cohen , Fabrice Gamboa , Céline Lacaux , Jean-Michel Loubes
ALEA : Latin American Journal of Probability and Mathematical Statistics, 2013, 10 (1), pp.91-106. ⟨10.48550/arXiv.1111.1077⟩
Article dans une revue hal-00638121 v1
Image document

Statistical properties of the quantile normalization method for density curve alignment

Santiago Gallón , Jean-Michel Loubes , Elie Maza
Mathematical Biosciences, 2013, vol. 242 (n° 2), pp. 129-142. ⟨10.1016/j.mbs.2012.12.007⟩
Article dans une revue hal-01135106 v1
Image document

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⟩
Article dans une revue hal-00675273 v1

Approximate maximum entropy on the mean for instrumental variable regression

Jean-Michel Loubes , Paul Rochet
Statistics and Probability Letters, 2012, 82 (5), pp.972-978. ⟨10.1016/j.spl.2012.02.006⟩
Article dans une revue istex hal-00938779 v1
Image document

Non asymptotic minimax rates of testing in signal detection with heterogeneous variances

Béatrice Laurent , Jean-Michel Loubes , Clément Marteau
Electronic Journal of Statistics , 2012, 6, pp.91-122
Article dans une revue hal-00440825 v2

Semiparametric estimation of shifts on compact Lie groups for image registration

Jérémie Bigot , Jean-Michel Loubes , Myriam Vimond
Probability Theory and Related Fields, 2012, 152 (3-4), pp.425-473. ⟨10.1007/s00440-010-0327-2⟩
Article dans une revue hal-00777107 v1

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-00934906 v1

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⟩
Article dans une revue istex hal-00631071 v1
Image document

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
Article dans une revue hal-00528909 v1
Image document

Non parametric estimation of the structural expectation of a stochastic increasing function

Jean-François Dupuy , Jean-Michel Loubes , Elie Maza
Statistics and Computing, 2011, vol. 21 (n° 1), pp. 121-136. ⟨10.1007/s11222-009-9152-9⟩
Article dans une revue hal-01186532 v1

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⟩
Article dans une revue hal-00629299 v1

Maxisets for model selection estimators

E. Le Pennec , F. Autin , Jean-Michel Loubes , Vincent Rivoirard
Constructive Approximation, 2010, 31 (2), pp.195-229
Article dans une revue hal-00497046 v1
Image document

Penalized estimators for non linear inverse problems

Jean-Michel Loubes , Carenne Ludeña
ESAIM: Probability and Statistics, 2010, 14, pp.173-191. ⟨10.1051/ps:2008024⟩
Article dans une revue hal-00612382 v1
Image document

Maxisets for Model Selection

Florent Autin , Erwan Le Pennec , Jean-Michel Loubes , Vincent Rivoirard
Constructive Approximation, 2010, 31 (2), pp.195-229. ⟨10.1007/s00365-009-9062-2⟩
Article dans une revue hal-00259253 v3

Review of rates of convergence and regularity conditions for inverse problems

Jean-Michel Loubes , Vincent Rivoirard
International Journal of Tomography and Statistics, 2009, 11 (S09), http://www.ceremade.dauphine.fr/~rivoirar/IJAMAS_example.pdf
Article dans une revue hal-00634393 v1

l1 penalty for Ill-Posed Inverse Problems

Jean-Michel Loubes
Communications in Statistics - Theory and Methods, 2008, 37 (8-10), pp.1399-1411. ⟨10.1080/03610920701826013⟩
Article dans une revue hal-00635438 v1
Image document

A kernel based classifier on a Riemannian manifold

Jean-Michel Loubes , Bruno Pelletier
Statistics and Decisions, 2008, 26 (1), pp.35-51. ⟨10.1524/stnd.2008.0911⟩
Article dans une revue hal-00460629 v1
Image document

Maximum entropy solution to ill-posed inverse problems with approximately known operator

Jean-Michel Loubes , Bruno Pelletier
Journal of Mathematical Analysis and Applications, 2008, 344, pp.260-273
Article dans une revue hal-00459984 v1
Image document

Semi-parametric estimation of shifts

Fabrice Gamboa , Jean-Michel Loubes , Elie Maza
Electronic Journal of Statistics , 2007, 1, pp.616-640. ⟨10.1214/07-EJS026⟩
Article dans une revue hal-00635716 v1
Image document

Hurst exponent estimation of Fractional Lévy Motion

Céline Lacaux , Jean-Michel Loubes
ALEA : Latin American Journal of Probability and Mathematical Statistics, 2007, 3, pp.143-164
Article dans une revue hal-00095451 v2

Estimation of parameters of a multifractal process

Fabrice Gamboa , Jean-Michel Loubes
Test, 2007, 16 (2), pp.383-407. ⟨10.1007/s11749-006-0015-9⟩
Article dans une revue istex hal-00635715 v1
Image document

On nonparametric maximum likelihood for a class of stochastic inverse problems

Djalil Chafai , Jean-Michel Loubes
Statistics and Probability Letters, 2006, 76 (12), pp.1225-1237. ⟨10.1016/j.spl.2005.12.019⟩
Article dans une revue hal-00003341 v1
Image document

On the Private Estimation of Smooth Transport Maps

Clément Lalanne , Franck Iutzeler , Jean-Michel Loubes , Julien Chhor
2025
Pré-publication, Document de travail hal-04923578 v1
Image document

Learning with Differentially Private (Sliced) Wasserstein Gradients

David Rodríguez-Vítores , Clément Lalanne , Jean-Michel Loubes
2025
Pré-publication, Document de travail hal-04923829 v1
Image document

Fair Graph Neural Network with Supervised Contrastive Regularization

Mahdi Tavassoli Kejani , Fadi Dornaika , Jean-Michel Loubes
2024
Pré-publication, Document de travail hal-04537254 v1
Image document

A Central Limit Theorems for Semidiscrete Wasserstein Distances

Eustasio del Barrio , Alberto González-Sanz , Jean-Michel Loubes
2023
Pré-publication, Document de travail hal-03232450 v3
Image document

l1-spectral clustering algorithm: a spectral clustering method using l1-regularization

Camille Champion , Magali Champion , Mélanie Blazère , Rémy Burcelin , Jean-Michel Loubes
2022
Pré-publication, Document de travail hal-03095805 v3
Image document

Diffeomorphic Registration using Sinkhorn Divergences

Lucas de Lara , Alberto González-Sanz , Jean-Michel Loubes
2022
Pré-publication, Document de travail hal-03705992 v2
Image document

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-03575178 v1
Image document

Central Limit Theorems for General Transportation Costs

Eustasio del Barrio , Alberto González-Sanz , Jean-Michel Loubes
2021
Pré-publication, Document de travail hal-03136113 v2
Image document

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-03142788 v1

Minimax optimal goodness-of-fit testing for densities under a local differential privacy constraint

Joseph Lam-Weil , Béatrice Laurent , Jean-Michel Loubes
2020
Pré-publication, Document de travail hal-02964977 v1
Image document

Robust spectral clustering using LASSO regularization

Camille Champion , Mélanie Blazère , Rémy Burcelin , Jean-Michel Loubes , Laurent Risser
2020
Pré-publication, Document de travail hal-02535595 v1

Review of Mathematical frameworks for Fairness in Machine Learning

Eustasio del Barrio , Paula Gordaliza , Jean-Michel Loubes
2020
Pré-publication, Document de travail hal-02964972 v1

Using Wasserstein-2 regularization to ensure fair decisions with Neural-Network classifiers

Laurent Risser , Quentin Vincenot , Nicolas Couellan , Jean-Michel Loubes
2019
Pré-publication, Document de travail hal-02271117 v1
Image document

RISK MEASURES AND CREDIT RISK UNDER THE BETA-KOTZ DISTRIBUTION

Jean-Michel Loubes , M Andrea Arias-Serna , Francisco J Caro-Lopera
2018
Pré-publication, Document de travail hal-01824461 v1
Image document

Entropic Variable Boosting for Explainability & Interpretability in Machine Learning

François Bachoc , Fabrice Gamboa , Jean-Michel Loubes , Laurent Risser
2018
Pré-publication, Document de travail hal-01897642 v1
Image document

L'IA du Quotidien peut elle être Éthique ?

Philippe Besse , Céline Castets-Renard , Aurélien Garivier , Jean-Michel Loubes
2018
Pré-publication, Document de travail hal-01886699 v2
Image document

COREclust: a new package for a robust and scalable analysis of complex data

Camille Champion , Anne-Claire Brunet , Jean-Michel Loubes , Laurent Risser
2018
Pré-publication, Document de travail hal-01799117 v1
Image document

Central limit theorem and bootstrap procedure for Wasserstein’s variations with an application to structural relationships between distributions

Eustasio del Barrio , Paula Gordaliza , Hélène Lescornel , Jean-Michel Loubes
2018
Pré-publication, Document de travail hal-01187232 v3
Image document

Multiple testing for outlier detection in functional data

Clémentine Barreyre , Béatrice Laurent , Jean-Michel Loubes , Bertrand Cabon , Loïc Boussouf
2017
Pré-publication, Document de travail hal-01651191 v1
Image document

Deep Learning applied to Road Traffic Speed forecasting

Thomas Epelbaum , Fabrice Gamboa , Jean-Michel Loubes , Jessica Martin
2017
Pré-publication, Document de travail hal-01598905 v1
Image document

A data driven trimming procedure for robust classification

Marina Agulló Antolín , Eustasio del Barrio , Jean-Michel Loubes
2017
Pré-publication, Document de travail hal-01437147 v1
Image document

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-01341529 v1
Image document

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-01294547 v1
Image document

Review & Perspective for Distance Based Trajectory Clustering

Philippe Besse , Brendan Guillouet , Jean-Michel Loubes , Royer François
2015
Pré-publication, Document de travail hal-01184637 v1
Image document

Group Lasso for generalized linear models in high dimension

Mélanie Blazère , Jean-Michel Loubes , Fabrice Gamboa
2014
Pré-publication, Document de travail hal-00850689 v3
Image document

Estimation of deformations between distributions by minimal Wasserstein distance

Hélène Lescornel , Jean-Michel Loubes
2014
Pré-publication, Document de travail hal-00749519 v2
Image document

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-00995049 v1
Image document

Aggregation for Linear Inverse Problems

Mohamed Hebiri , Jean-Michel Loubes , Paul Rochet
2014
Pré-publication, Document de travail hal-00994717 v1
Image document

Modeling Weather Conditions Consequences on Road Trafficking Behaviors

Jean-Noël Kien , Guillaume Allain , Fabrice Gamboa , Philippe Goudal , Jean-Michel Loubes
2012
Pré-publication, Document de travail hal-00739585 v2
Image document

Estimation error for blind Gaussian time series prediction

Thibault Espinasse , Fabrice Gamboa , Jean-Michel Loubes
2011
Pré-publication, Document de travail hal-00451645 v2
Image document

Manifold embedding for curve registration

Chloé Dimeglio , Jean-Michel Loubes , Elie Maza
2011
Pré-publication, Document de travail hal-00593180 v2
Image document

Efficient estimation of conditional covariance matrices for dimension reduction

Jean-Michel Loubes , Clément Marteau , Michael Solis , Sébastien da Veiga
2011
Pré-publication, Document de travail hal-00632576 v1
Image document

Adaptive estimation of spectral densities via wavelet thresholding and information projection

Jérémie Bigot , Rolando Biscay Lirio , Jean-Michel Loubes , Lilian Muniz Alvarez
2010
Pré-publication, Document de travail hal-00440424 v4
Image document

Group Lasso estimation of high-dimensional covariance matrices

Jérémie Bigot , Rolando Biscay , Jean-Michel Loubes , Lilian Muniz Alvarez
2010
Pré-publication, Document de travail hal-00524387 v2
Image document

Oracle Inequality for Instrumental Variable Regression

Jean-Michel Loubes , Clément Marteau
2009
Pré-publication, Document de travail hal-00356428 v1
Image document

Maximum Entropy Estimation for Survey sampling

Fabrice Gamboa , Jean-Michel Loubes , Paul Rochet
2009
Pré-publication, Document de travail hal-00419169 v1
Image document

Regularization with Approximated $L^2$ Maximum Entropy Method

Jean-Michel Loubes , Paul Rochet
2009
Pré-publication, Document de travail hal-00389698 v1
Image document

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-00420301 v1
Image document

Estimation of the distribution of random shifts deformation

Ismael Castillo , Jean-Michel Loubes
2008
Pré-publication, Document de travail hal-00347826 v1

Adaptive complexity regularization for linear inverse problems

Jean-Michel Loubes , Carenne Ludeña
2008
Pré-publication, Document de travail hal-00347815 v1
Image document

Non parametric estimation of the structural expectation of a stochastic increasing function

Jean-François Dupuy , Jean-Michel Loubes , Elie Maza
2008
Pré-publication, Document de travail hal-00347829 v1
Image document

Kernel Inverse Regression for spatial random fields

Jean-Michel Loubes , Anne-Françoise Yao
2008
Pré-publication, Document de travail hal-00347813 v1

Semi-parametric estimation of shifts

Fabrice Gamboa , Jean-Michel Loubes , Elie Maza
2007
Pré-publication, Document de travail hal-00347905 v1
Image document

Projection de mesures de probabilité sous contraintes de quantile par distance de Wasserstein et approximation monotone polynomiale

Marouane Il Idrissi , Nicolas Bousquet , Fabrice Gamboa , Bertrand Iooss , Jean-Michel Loubes
53èmes Journées de Statistique de la Société Française de Statistique (SFdS), Jun 2022, Lyon, France
Communication dans un congrès hal-03597059 v1
Image document

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-03617649 v1

Gaussian Processes on Distributions based on Regularized Optimal Transport

François Bachoc , Louis Béthune , Alberto González-Sanz , Jean-Michel Loubes
26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), Apr 2023, Valencia, Spain. ⟨10.48550/arXiv.2210.06574⟩
Communication dans un congrès hal-03981114 v1

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⟩
Communication dans un congrès hal-03033400 v1

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
Communication dans un congrès hal-03109928 v1
Image document

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-01806912 v1
Image document

Learning a Gaussian Process Model on the Riemannian Manifold of Non-decreasing Distribution Functions

Chafik Samir , Jean-Michel Loubes , Anne-Françoise Yao , François Bachoc
16th Pacific Rim International Conference on Artificial Intelligence, Aug 2019, Cuvu, Fiji. ⟨10.1007/978-3-030-29911-8_9⟩
Communication dans un congrès hal-02276949 v1
Image document

Barycenter in Wasserstein space existence and consistency

Thibaut Le Gouic , Jean-Michel Loubes
GSI2015 2nd conference on Geometric Science of Information, Oct 2015, Palaiseau, France. pp.104-108, ⟨10.1007/978-3-319-25040-3_12⟩
Communication dans un congrès hal-01291307 v1
Image document

Efficacité semi paramétrique pour la méthode des moments généralisée

Paul Rochet , Jean-Michel Loubes
42èmes Journées de Statistique, 2010, Marseille, France, France
Communication dans un congrès inria-00494763 v1
Image document

Blind forecasting for Gaussian time-series

Thibault Espinasse , Fabrice Gamboa , Jean-Michel Loubes
42èmes Journées de Statistique, 2010, Marseille, France, France
Communication dans un congrès inria-00494759 v1
Image document

Semiparametric estimation of rigid transformations on compact Lie groups

Jérémie Bigot , Jean-Michel Loubes , Myriam Vimond
2nd MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Oct 2008, New-York, United States. pp.92-104
Communication dans un congrès inria-00632877 v1

Conditional Anomaly Detection for Quality and Productivity Improvement of Electronics Manufacturing Systems

Eva Jabbar , Philippe Besse , Jean-Michel Loubes , Christophe Merle
Machine Learning, Optimization, and Data Science. LOD 2019, LNCS 11943, pp.711-724, 2019, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-37599-7_59⟩
Chapitre d'ouvrage hal-02963677 v1
Image document

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-01350099 v3