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Thibaut Le Gouic
Thibaut Le Gouic
Institut de Mathématiques de Marseille
Geverifieerd e-mailadres voor math.cnrs.fr - Homepage
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Existence and consistency of Wasserstein barycenters
T Le Gouic, JM Loubes
Probability Theory and Related Fields 168, 901-917, 2017
1592017
On the mean speed of convergence of empirical and occupation measures in Wasserstein distance
E Boissard, T Le Gouic
Annales de l'IHP Probabilités et statistiques 50 (2), 539-563, 2014
1382014
Distribution’s template estimate with Wasserstein metrics
E Boissard, T Le Gouic, JM Loubes
1322015
Convergence rates for empirical barycenters in metric spaces: curvature, convexity and extendable geodesics
A Ahidar-Coutrix, T Le Gouic, Q Paris
Probability theory and related fields 177 (1), 323-368, 2020
66*2020
Optimal dimension dependence of the metropolis-adjusted langevin algorithm
S Chewi, C Lu, K Ahn, X Cheng, T Le Gouic, P Rigollet
Conference on Learning Theory, 1260-1300, 2021
592021
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence
S Chewi, T Le Gouic, C Lu, T Maunu, P Rigollet
arXiv preprint arXiv:2006.02509, 2020
592020
Exponential ergodicity of mirror-Langevin diffusions
S Chewi, T Le Gouic, C Lu, T Maunu, P Rigollet, A Stromme
arXiv preprint arXiv:2005.09669, 2020
472020
Fast convergence of empirical barycenters in Alexandrov spaces and the Wasserstein space
T Le Gouic, Q Paris, P Rigollet, AJ Stromme
arXiv preprint arXiv:1908.00828, 2019
472019
Projection to Fairness in Statistical Learning
T Le Gouic, JM Loubes, P Rigollet
arXiv preprint arXiv:2005.11720, 2020
46*2020
Fast and smooth interpolation on Wasserstein space
S Chewi, J Clancy, T Le Gouic, P Rigollet, G Stepaniants, A Stromme
International Conference on Artificial Intelligence and Statistics, 3061-3069, 2021
242021
Unconstrained and Curvature-Constrained Shortest-Path Distances and their Approximation
E Arias-Castro, T Le Gouic
arXiv preprint arXiv:1706.09441, 2017
162017
The query complexity of sampling from strongly log-concave distributions in one dimension
S Chewi, PR Gerber, C Lu, T Le Gouic, P Rigollet
Conference on Learning Theory, 2041-2059, 2022
132022
Sampling from the wasserstein barycenter
C Daaloul, T Le Gouic, J Liandrat, M Tournus
arXiv preprint arXiv:2105.01706, 2021
72021
Localisation de masse et espaces de Wasserstein
T Le Gouic
Toulouse 3, 2013
72013
Rejection sampling from shape-constrained distributions in sublinear time
S Chewi, PR Gerber, C Lu, T Le Gouic, P Rigollet
International conference on artificial intelligence and statistics, 2249-2265, 2022
52022
Bures-wasserstein barycenters and low-rank matrix recovery
T Maunu, T Le Gouic, P Rigollet
International Conference on Artificial Intelligence and Statistics, 8183-8210, 2023
42023
An algorithmic solution to the Blotto game using multi-marginal couplings
V Perchet, P Rigollet, T Le Gouic
Proceedings of the 23rd ACM Conference on Economics and Computation, 208-209, 2022
32022
A notion of stability for k-means clustering
T Le Gouic, Q Paris
arXiv preprint arXiv:1801.09419, 2018
32018
A note on flatness of non separable tangent cone at a barycenter
T Le Gouic
Comptes Rendus. Mathématique 358 (4), 489-495, 2020
22020
A note on flatness of non separable tangent cone at a barycenter
T Le Gouic
arXiv preprint arXiv:1906.11536, 2019
22019
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Artikelen 1–20