← All authors Jean-Michel Loubes Institut de Mathématiques de Toulouse (from arXiv:2202.08977, 2022) · ORCID · OpenAlex
60 papers in scope · 59 published · 1 on the econ.EM arXiv · 679 citations · h-index 15 (over the papers listed here)
Papers (1 of 60)
Hoeffding decomposition of functions of random dependent variables
published 2025 · Journal of Multivariate Analysis
with Marouane Il Idrissi, Nicolás Bousquet, Fabrice Gamboa, Bertrand Iooss
Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models
published 2024 · Electronic Journal of Statistics · 4 citations · first circulated 2022
with Marouane Il Idrissi, Nicolás Bousquet, Fabrice Gamboa, Bertrand Iooss
On the coalitional decomposition of parameters of interest
published 2023 · Comptes Rendus Mathématique · 5 citations
with Marouane Il Idrissi, Nicolas Bousquet, Fabrice Gamboa, Bertrand Iooss
Central limit theorems for semi-discrete Wasserstein distances
published 2023 · Bernoulli · 17 citations
with Eustasio del Barrio, Alberto González-Sanz
Detecting and Processing Unsuspected Sensitive Variables for Robust Machine Learning
published 2023 · Algorithms · 1 citations
with Laurent Risser, Agustin Martin Picard, Lucas Hervier
How Optimal Transport Can Tackle Gender Biases in Multi-Class Neural Network Classifiers for Job Recommendations
published 2023 · Algorithms · 9 citations
with Fanny Jourdan, Titon Tshiongo Kaninku, Nicholas Asher, Laurent Risser
Explaining machine learning models using entropic variable projection
published 2023 · Information and Inference A Journal of the IMA · 5 citations · first circulated 2018
with François Bachoc, Fabrice Gamboa, Max Halford, Laurent Risser
Attraction-repulsion clustering: a way of promoting diversity linked to demographic parity in fair clustering
published 2022 · Advances in Data Analysis and Classification · 3 citations
with Eustasio del Barrio, Hristo Inouzhe
Multi-Variate Risk Measures under Wasserstein Barycenter
published 2022 · Risks
with María Andrea Arias Serna, Francisco J. Caro-Lopera
Fairness seen as global sensitivity analysis
published 2022 · Machine Learning · 17 citations · first circulated 2021
with Clément Bénesse, Fabrice Gamboa, Thibaut Boissin
working paper 2022 · arXiv · 2 citations
Minimax optimal goodness-of-fit testing for densities and multinomials under a local differential privacy constraint
published 2021 · Bernoulli · 1 citations · first circulated 2020
with Joseph Lam-Weil, Béatrice Laurent
A Survey of Bias in Machine Learning Through the Prism of Statistical Parity
published 2021 · The American Statistician · 45 citations · first circulated 2020
with Philippe Besse, Eustasio del Barrio, Paula Gordaliza, Laurent Risser
The real seroprevalence of SARS-CoV-2 in France and its consequences for virus dynamics
published 2021 · Scientific Reports · 4 citations · first circulated 2020
with Chloé Dimeglio, Marcel Miédougé, Fabrice Hérin, Jean-Marc Soulat, Jacques Izopet
Detection of Representative Variables in Complex Systems with Interpretable Rules Using Core-Clusters
published 2021 · Algorithms · 5 citations
with Camille Champion, Anne-Claire Brunet, Rémy Burcelin, Laurent Risser
Risk measures: a generalization from the univariate to the matrix-variate
published 2021 · The Journal of Risk · 4 citations · first circulated 2019
with María Andrea Arias Serna, Francisco J. Caro-Lopera
Gaussian field on the symmetric group: Prediction and learning
published 2020 · Electronic Journal of Statistics · 5 citations
with François Bachoc, Baptiste Broto, Fabrice Gamboa
Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding
published 2020 · Electronic Journal of Statistics · 3 citations · first circulated 2018
with François Bachoc, Alexandra Suvorikova, David Ginsbourger, Vladimir Spokoiny
Cochlear shape reveals that the human organ of hearing is sex-typed from birth
published 2019 · Scientific Reports · 42 citations
with José Braga, Chafik Samir, Laurent Risser, Jean Dumoncel, Didier Descouens, Francis Thackeray, Patricia Balaresque, Anna C. Oettlé, Anis Fradi
A central limit theorem for Lp transportation cost on the real line with application to fairness assessment in machine learning
published 2019 · Information and Inference A Journal of the IMA · 25 citations · first circulated 2018
with Eustasio del Barrio, Paula Gordaliza
Central limit theorem and bootstrap procedure for Wasserstein’s variations with an application to structural relationships between distributions
published 2018 · Journal of Multivariate Analysis · 2 citations · first circulated 2016
with Eustasio del Barrio, Paula Gordaliza, Hélène Lescornel
Statistical Methods for Outlier Detection in Space Telemetries
published 2018 · 2018 SpaceOps Conference · 17 citations
with Clémentine Barreyre, Béatrice Laurent, Bertrand Cabon, Loïc Boussouf
A Gaussian Process Regression Model for Distribution Inputs
published 2017 · IEEE Transactions on Information Theory · 1 citations
with François Bachoc, Fabrice Gamboa, Nil Venet
Prediction by quantization of a conditional distribution
published 2017 · Electronic Journal of Statistics · 6 citations
with Bruno Pelletier
Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics
published 2017 · Electronic Journal of Statistics · 3 citations
with Daira Velandia, François Bachoc, Moreno Bevilacqua, Xavier Gendre
An Inverse Problem: Recovery of a Distribution Using Wasserstein Barycenter
published 2017 · Annals of Economics and Statistics
with Eustasio del Barrio, Bruno Pelletier
Efficient estimation of conditional covariance matrices for dimension reduction
published 2016 · Communication in Statistics-Theory and Methods · 5 citations · first circulated 2011
with Sébastien Da Veiga, Maikol Solís, Sébastien da Veiga
A Unified Framework to Study the Properties of the PLS Vector of Regression Coefficients
published 2016 · Springer proceedings in mathematics & statistics · 2 citations
with Mélanie Blazère, Fabrice Gamboa
A kriging procedure for processes indexed by graphs
published 2015 · Statistical Inference for Stochastic Processes · first circulated 2014
with Thibault Espinasse
Distribution’s template estimate with Wasserstein metrics
published 2015 · Bernoulli · 95 citations · first circulated 2011
with Emmanuel Boissard, Thibaut Le Gouic, Thibault Le Gouic
A parametric registration model for warped distributions with Wasserstein’s distance
published 2014 · Journal of Multivariate Analysis · 13 citations
with Marina Agulló-Antolín, Juan A. Cuesta-Albertos, Hélène Lescornel
Functional calibration estimation by the maximum entropy on the mean principle
published 2014 · Statistics · 5 citations · first circulated 2013
with Santiago Gallón, Fabrice Gamboa
A Robbins Monro procedure for the estimation of parametric deformations on random variables
published 2014 · Statistica Sinica · first circulated 2013
with Philippe Fraysse, Hélène Lescornel
Oracle Inequalities for a Group Lasso Procedure Applied to Generalized Linear Models in High Dimension
published 2014 · IEEE Transactions on Information Theory · 30 citations · first circulated 2013
with Mélanie Blazère, Fabrice Gamboa
Estimation of covariance functions by a fully data-driven model selection procedure and its application to Kriging spatial interpolation of real rainfall data
published 2013 · Statistical Methods & Applications · 7 citations
with Rolando Biscay Lirio, Dunia Giniebra Camejo, Lilian Muñíz Alvarez
A robust algorithm for template curve estimation based on manifold embedding
published 2013 · Computational Statistics & Data Analysis · 19 citations
with Chloé Dimeglio, Santiago Gallón, Élie Maza
Goodness-of-fit testing strategies from indirect observations
published 2013 · Journal of nonparametric statistics · 3 citations
with Clément Marteau
Parametric estimation for Gaussian fields indexed by graphs
published 2013 · Probability Theory and Related Fields · 2 citations
with Thibault Espinasse, Fabrice Gamboa
Unbiased risk estimation method for covariance estimation
published 2013 · ESAIM Probability and Statistics · first circulated 2011
with Hélène Lescornel, Claudie Chabriac
Adaptive covariance estimation with model selection
published 2012 · Mathematical Methods of Statistics · 1 citations
with R. Biscay, Hélène Lescornel
Adaptive estimation for an inverse regression model with unknown operator
published 2012 · Statistics & Risk Modeling · 7 citations
with Clément Marteau
Approximate maximum entropy on the mean for instrumental variable regression
published 2012 · Statistics & Probability Letters · 1 citations
with Paul Rochet
Non asymptotic minimax rates of testing in signal detection with heterogeneous variances
published 2012 · Electronic Journal of Statistics · 35 citations · first circulated 2009
with Béatrice Laurent, Clément Marteau
Estimation error for blind Gaussian time series prediction
published 2011 · Mathematical Methods of Statistics · 1 citations · first circulated 2010
with Thibault Espinasse, Fabrice Gamboa
Testing inverse problems: A direct or an indirect problem?
published 2010 · Journal of Statistical Planning and Inference · 32 citations
with Béatrice Laurent, Clément Marteau
Maximum entropy estimation for survey sampling
published 2010 · Journal of Statistical Planning and Inference · 5 citations · first circulated 2009
with Fabrice Gamboa, Paul Rochet
Nonparametric estimation of covariance functions by model selection
published 2010 · Electronic Journal of Statistics · 13 citations
with Jérémie Bigot, Rolando Biscay, Lilian Muñiz-Alvarez
Non parametric estimation of the structural expectation of a stochastic increasing function
published 2009 · Statistics and Computing · 14 citations · first circulated 2008
with Jean-François Dupuy, Élie Maza
Maxisets for Model Selection
published 2009 · Constructive Approximation · 2 citations · first circulated 2008
with Florent Autin, Erwan Le Pennec, Vincent Rivoirard
Local Asymptotic Normality Property for Lacunar Wavelet Series multifractal model
published 2009 · ESAIM Probability and Statistics · 1 citations
with Davy Paindaveine
Estimation of the distribution of random shifts deformation
published 2009 · Mathematical Methods of Statistics · 15 citations · first circulated 2008
with Ismaël Castillo
A Statistical Framework for Road Traffic Prediction
published 2009 · 16th ITS World Congress and Exhibition on Intelligent Transport Systems and ServicesITS AmericaERTICOITS Japan · 2 citations
with Élie Maza, Fabrice Gamboa, Philippe Goudal, Guillaume Allain
no link
Penalized estimators for non linear inverse problems
published 2008 · ESAIM Probability and Statistics · 19 citations
with Carenne Ludeña
ℓ 1 sparsity and applications in estimation
published 2007 · Comptes Rendus Mathématique · 2 citations
Estimation of parameters of a multifractal process
published 2007 · Test · 2 citations
with Fabrice Gamboa
Bayesian Methods for a Particular Inverse Problem: Seismic Tomography
published 2007 · International journal of tomography and simulation · 7 citations
with Ana Karina Fermin, Carenne Ludeña
no link
Semi-parametric estimation of shifts
published 2007 · Electronic Journal of Statistics · 66 citations
with Fabrice Gamboa, Élie Maza
On nonparametric maximum likelihood for a class of stochastic inverse problems
published 2006 · Statistics & Probability Letters · 9 citations
with Djalil Chafaï
Wavelet estimation of a multifractal function
published 2005 · Bernoulli · 7 citations
with Fabrice Gamboa
Adaptive estimation with soft thresholding penalties
published 2002 · Statistica Neerlandica · 31 citations
with Sara van de Geer, Sara A. van de Geer
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