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Jean-Michel Loubes

86%
Open access
123
Documents
Current affiliations
  • 1954
Researcher identifiers

Research domains

Statistics [math.ST]

Skills

Machine Learning

Publications

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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⟩
Journal articles hal-03927476v1

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
Journal articles hal-03324550v1

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⟩
Journal articles hal-03151634v1
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Bayesian Regression and Classification Using Gaussian Process Priors Indexed by Probability Density Functions

Anis Fradi , Y. Feunteun , Chafik Samir , M. Bakloul , François Bachoc
Information Sciences, 2021, ⟨10.1016/j.ins.2020.09.027⟩
Journal articles hal-02967770v1

A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set

Philippe Besse , Eustasio del Barrio , Paula Gordaliza , Jean-Michel Loubes , Laurent Risser
The American Statistician, inPress, ⟨10.1080/00031305.2021.1952897⟩
Journal articles hal-02964973v1

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⟩
Journal articles hal-02964979v1

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⟩
Journal articles hal-02963672v1

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⟩
Journal articles hal-04135100v1
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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⟩
Journal articles hal-01731251v5
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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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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

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⟩
Journal articles hal-02963673v1

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

J. Braga , Chafik Samir , L. Risser , J. Dumoncel , D. Descouens
Scientific Reports, 2019, 9 (1), ⟨10.1038/s41598-019-47433-9⟩
Journal articles hal-02289895v1

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⟩
Journal articles hal-02413185v1
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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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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
Journal articles hal-01450002v2

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

Matthieu Minty , Thibault Canceill , Sylvie Lê , Pauline Dubois , Oihana Amestoy
Journal of Dentistry, 2018, 79, pp.53-60. ⟨10.1016/j.jdent.2018.10.001⟩
Journal articles hal-02624123v1
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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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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
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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
Comptes Rendus. Palevol, 2017, 16 (5-6), pp.508-520. ⟨10.1016/j.crpv.2017.02.003⟩
Journal articles hal-01754860v1
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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⟩
Journal articles hal-01309337v1
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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⟩
Journal articles hal-01597076v1

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⟩
Journal articles hal-01564965v1
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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
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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⟩
Journal articles hal-01014022v1
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Distribution's template estimate with Wasserstein metrics

Emmanuel Boissard , Thibaut Le Gouic , Jean-Michel Loubes
Bernoulli, 2015, 21 (2), ⟨10.3150/13-BEJ585⟩
Journal articles hal-01291302v1

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

J. Braga , Jean-Michel Loubes , D. Descouens , J. Dumoncel , J. Thackeray
PLoS ONE, 2015, 10 (6), pp.e0127780. ⟨10.1371/journal.pone.0127780⟩
Journal articles hal-03039279v1

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

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

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⟩
Journal articles hal-02631097v1
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Goodness-of-fit testing strategies from indirect observations

Jean-Michel Loubes , Clément Marteau
Journal of Nonparametric Statistics, 2014, 26 (1), pp.85-99
Journal articles hal-00949508v1
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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⟩
Journal articles hal-00959267v3
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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⟩
Journal articles hal-01135106v1
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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⟩
Journal articles hal-00638121v1

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
Journal articles hal-00966142v1
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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

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

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⟩
Journal articles hal-00938779v1
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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
Journal articles hal-00440825v2

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⟩
Journal articles hal-00777107v1
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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

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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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⟩
Journal articles hal-01186532v1

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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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⟩
Journal articles hal-00612382v1

Maxisets for model selection estimators

E. Le Pennec , F. Autin , Jean-Michel Loubes , Vincent Rivoirard
Constructive Approximation, 2010, 31 (2), pp.195-229
Journal articles hal-00497046v1
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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⟩
Journal articles hal-00259253v3

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
Journal articles hal-00634393v1

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⟩
Journal articles hal-00635438v1
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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⟩
Journal articles hal-00460629v1
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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
Journal articles hal-00459984v1
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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
Journal articles hal-00095451v2

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⟩
Journal articles hal-00635715v1
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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⟩
Journal articles hal-00635716v1
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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⟩
Journal articles hal-00003341v1
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Hoeffding decomposition of black-box models with dependent inputs

Marouane Il Idrissi , Nicolas Bousquet , Fabrice Gamboa , Bertrand Iooss , Jean-Michel Loubes
2024
Preprints, Working Papers, ... hal-04233915v2
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Fair Graph Neural Network with Supervised Contrastive Regularization

Mahdi Tavassoli Kejani , Fadi Dornaika , Jean-Michel Loubes
2024
Preprints, Working Papers, ... hal-04537254v1
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Diversity-Preserving K-Armed Bandits, Revisited

Hédi Hadiji , Sébastien Gerchinovitz , Jean-Michel Loubes , Gilles Stoltz
2024
Preprints, Working Papers, ... hal-02957485v2
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Transport-based Counterfactual Models

Lucas de Lara , Alberto González-Sanz , Nicholas Asher , Laurent Risser , Jean-Michel Loubes
2023
Preprints, Working Papers, ... hal-03216124v3
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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
2023
Preprints, Working Papers, ... hal-03784768v2
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A Central Limit Theorems for Semidiscrete Wasserstein Distances

Eustasio del Barrio , Alberto González-Sanz , Jean-Michel Loubes
2023
Preprints, Working Papers, ... hal-03232450v3
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GAN Estimation of Lipschitz Optimal Transport Maps

Alberto González-Sanz , Lucas de Lara , Louis Béthune , Jean-Michel Loubes
2022
Preprints, Working Papers, ... hal-03575178v1
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l1-spectral clustering algorithm: a spectral clustering method using l1-regularization

Camille Champion , Magali Champion , Mélanie Blazère , Rémy Burcelin , Jean-Michel Loubes
2022
Preprints, Working Papers, ... hal-03095805v3
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Diffeomorphic Registration using Sinkhorn Divergences

Lucas de Lara , Alberto González-Sanz , Jean-Michel Loubes
2022
Preprints, Working Papers, ... hal-03705992v2
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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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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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Central Limit Theorems for General Transportation Costs

Eustasio del Barrio , Alberto González-Sanz , Jean-Michel Loubes
2021
Preprints, Working Papers, ... hal-03136113v2

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

Joseph Lam-Weil , Béatrice Laurent , Jean-Michel Loubes
2020
Preprints, Working Papers, ... hal-02964977v1
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Robust spectral clustering using LASSO regularization

Camille Champion , Mélanie Blazère , Rémy Burcelin , Jean-Michel Loubes , Laurent Risser
2020
Preprints, Working Papers, ... hal-02535595v1

Review of Mathematical frameworks for Fairness in Machine Learning

Eustasio del Barrio , Paula Gordaliza , Jean-Michel Loubes
2020
Preprints, Working Papers, ... hal-02964972v1

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

Laurent Risser , Quentin Vincenot , Nicolas Couellan , Jean-Michel Loubes
2019
Preprints, Working Papers, ... hal-02271117v1
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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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COREclust: a new package for a robust and scalable analysis of complex data

Camille Champion , Anne-Claire Brunet , Jean-Michel Loubes , Laurent Risser
2018
Preprints, Working Papers, ... hal-01799117v1
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L'IA du Quotidien peut elle être Éthique ?

Philippe Besse , Céline Castets-Renard , Aurélien Garivier , Jean-Michel Loubes
2018
Preprints, Working Papers, ... hal-01886699v2
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Entropic Variable Boosting for Explainability & Interpretability in Machine Learning

François Bachoc , Fabrice Gamboa , Jean-Michel Loubes , Laurent Risser
2018
Preprints, Working Papers, ... hal-01897642v1
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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
Preprints, Working Papers, ... hal-01187232v3
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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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Deep Learning applied to Road Traffic Speed forecasting

Thomas Epelbaum , Fabrice Gamboa , Jean-Michel Loubes , Jessica Martin
2017
Preprints, Working Papers, ... hal-01598905v1
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Multiple testing for outlier detection in functional data

Clémentine Barreyre , Béatrice Laurent , Jean-Michel Loubes , Bertrand Cabon , Loïc Boussouf
2017
Preprints, Working Papers, ... hal-01651191v1
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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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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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Review & Perspective for Distance Based Trajectory Clustering

Philippe Besse , Brendan Guillouet , Jean-Michel Loubes , Royer François
2015
Preprints, Working Papers, ... hal-01184637v1
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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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Estimation of deformations between distributions by minimal Wasserstein distance

Hélène Lescornel , Jean-Michel Loubes
2014
Preprints, Working Papers, ... hal-00749519v2
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Group Lasso for generalized linear models in high dimension

Mélanie Blazère , Jean-Michel Loubes , Fabrice Gamboa
2014
Preprints, Working Papers, ... hal-00850689v3
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Aggregation for Linear Inverse Problems

Mohamed Hebiri , Jean-Michel Loubes , Paul Rochet
2014
Preprints, Working Papers, ... hal-00994717v1
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Modeling Weather Conditions Consequences on Road Trafficking Behaviors

Jean-Noël Kien , Guillaume Allain , Fabrice Gamboa , Philippe Goudal , Jean-Michel Loubes
2012
Preprints, Working Papers, ... hal-00739585v2
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Efficient estimation of conditional covariance matrices for dimension reduction

Jean-Michel Loubes , Clément Marteau , Michael Solis , Sébastien da Veiga
2011
Preprints, Working Papers, ... hal-00632576v1
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Manifold embedding for curve registration

Chloé Dimeglio , Jean-Michel Loubes , Elie Maza
2011
Preprints, Working Papers, ... hal-00593180v2
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Estimation error for blind Gaussian time series prediction

Thibault Espinasse , Fabrice Gamboa , Jean-Michel Loubes
2011
Preprints, Working Papers, ... hal-00451645v2
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Group Lasso estimation of high-dimensional covariance matrices

Jérémie Bigot , Rolando Biscay , Jean-Michel Loubes , Lilian Muniz Alvarez
2010
Preprints, Working Papers, ... hal-00524387v2
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Adaptive estimation of spectral densities via wavelet thresholding and information projection

Jérémie Bigot , Rolando Biscay Lirio , Jean-Michel Loubes , Lilian Muniz Alvarez
2010
Preprints, Working Papers, ... hal-00440424v4
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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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Regularization with Approximated $L^2$ Maximum Entropy Method

Jean-Michel Loubes , Paul Rochet
2009
Preprints, Working Papers, ... hal-00389698v1
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Oracle Inequality for Instrumental Variable Regression

Jean-Michel Loubes , Clément Marteau
2009
Preprints, Working Papers, ... hal-00356428v1
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Maximum Entropy Estimation for Survey sampling

Fabrice Gamboa , Jean-Michel Loubes , Paul Rochet
2009
Preprints, Working Papers, ... hal-00419169v1

Adaptive complexity regularization for linear inverse problems

Jean-Michel Loubes , Carenne Ludeña
2008
Preprints, Working Papers, ... hal-00347815v1
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Kernel Inverse Regression for spatial random fields

Jean-Michel Loubes , Anne-Françoise Yao
2008
Preprints, Working Papers, ... hal-00347813v1
Image document

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

Jean-François Dupuy , Jean-Michel Loubes , Elie Maza
2008
Preprints, Working Papers, ... hal-00347829v1
Image document

Estimation of the distribution of random shifts deformation

Ismael Castillo , Jean-Michel Loubes
2008
Preprints, Working Papers, ... hal-00347826v1

Semi-parametric estimation of shifts

Fabrice Gamboa , Jean-Michel Loubes , Elie Maza
2007
Preprints, Working Papers, ... hal-00347905v1

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⟩
Conference papers hal-03981114v1
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Leveraging Influence Functions for Dataset Exploration and Cleaning

Agustin Martin Picard , David Vigouroux , Petr Zamolodtchikov , Quentin Vincenot , Jean-Michel Loubes
11th European Congress Embedded Real Time Systems (ERTS 2022), Jun 2022, Toulouse, France. pp.1-8
Conference papers hal-03617649v1
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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
Conference papers hal-03597059v1

Achieving robustness in classification using optimal transport with hinge regularization

Mathieu Serrurier , Franck Mamalet , Alberto González-Sanz , Thibaut Boissin , Jean-Michel Loubes
Conference on Computer Vision and Pattern Recognition, Jun 2021, Virtuel, Canada. ⟨10.1109/CVPR46437.2021.00057⟩
Conference papers hal-03033400v1

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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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
Conference papers hal-01806912v1
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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⟩
Conference papers hal-02276949v1
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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⟩
Conference papers hal-01291307v1
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Blind forecasting for Gaussian time-series

Thibault Espinasse , Fabrice Gamboa , Jean-Michel Loubes
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494759v1
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Efficacité semi paramétrique pour la méthode des moments généralisée

Paul Rochet , Jean-Michel Loubes
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494763v1
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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
Conference papers inria-00632877v1