Jean-Michel Loubes
Jean-Michel Loubes
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Review and perspective for distance based trajectory clustering
P Besse, B Guillouet, JM Loubes, R François
arXiv preprint arXiv:1508.04904, 2015
PLS: a new statistical insight through the prism of orthogonal polynomials
M Blazère, F Gamboa, JM Loubes
arXiv preprint arXiv:1405.5900, 2014
Obtaining fairness using optimal transport theory
P Gordaliza, E Del Barrio, G Fabrice, JM Loubes
International conference on machine learning, 2357-2365, 2019
Existence and consistency of Wasserstein barycenters
T Le Gouic, JM Loubes
Probability Theory and Related Fields 168, 901-917, 2017
Distribution’s template estimate with Wasserstein metrics
E Boissard, T Le Gouic, JM Loubes
Bernoulli 21 (2), 740-759, 2015
Central limit theorems for empirical transportation cost in general dimension
E Del Barrio, JM Loubes
Destination prediction by trajectory distribution-based model
PC Besse, B Guillouet, JM Loubes, F Royer
IEEE Transactions on Intelligent Transportation Systems 19 (8), 2470-2481, 2017
Semi-parametric estimation of shifts
F Gamboa, JM Loubes, E Maza
Electronic Journal of Statistics 1, 616-640, 2007
A survey of bias in machine learning through the prism of statistical parity
P Besse, E del Barrio, P Gordaliza, JM Loubes, L Risser
The American Statistician 76 (2), 188-198, 2022
A Gaussian process regression model for distribution inputs
F Bachoc, F Gamboa, JM Loubes, N Venet
IEEE Transactions on Information Theory 64 (10), 6620-6637, 2017
A new partial temporal bone of a juvenile hominin from the site of Kromdraai B (South Africa)
J Braga, JF Thackeray, J Dumoncel, D Descouens, L Bruxelles, ...
Journal of human evolution 65 (4), 447-456, 2013
Disproportionate Cochlear Length in Genus Homo Shows a High Phylogenetic Signal during Apes’ Hearing Evolution
EG J Braga, JM Loubes, D Descouens, J Dumoncel, JF Thackeray, JL Kahn, F de ...
PloS one 10 (6), e0127780, 2015
Discussion of" Least angle regression" by Efron et al
RA Stine
arXiv preprint math/0406471, 2004
Adaptive estimation with soft thresholding penalties
JM Loubes, S Van De Geer
Statistica Neerlandica 56 (4), 453-478, 2002
Statistical Properties of the Quantile Normalization Method for Density Curve Alignment
S Gallón, JM Loubes, E Maza
Mathematical biosciences, 2011
Projection to fairness in statistical learning
TL Gouic, JM Loubes, P Rigollet
arXiv preprint arXiv:2005.11720, 2020
Non asymptotic minimax rates of testing in signal detection with heterogeneous variances
B Laurent, JM Loubes, C Marteau
Achieving robustness in classification using optimal transport with hinge regularization
M Serrurier, F Mamalet, A González-Sanz, T Boissin, JM Loubes, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Review of mathematical frameworks for fairness in machine learning
E Del Barrio, P Gordaliza, JM Loubes
arXiv preprint arXiv:2005.13755, 2020
Testing inverse problems: A direct or an indirect problem?
B Laurent, JM Loubes, C Marteau
Journal of Statistical Planning and Inference, 2010
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