Skip to main content

Numerical Optimal tRansport for ImAging

Searching for OpenAIRE data...

Publications

Sensitivity Analysis for Mirror-Stratifiable Convex Functions

Author(s): Jalal Fadili, Jérôme Malick, Gabriel Peyré
Published in: SIAM Journal on Optimization, Issue 28/4, 2018, Page(s) 2975-3000, ISSN 1052-6234
DOI: 10.1137/17m113825x

Semidual Regularized Optimal Transport

Author(s): Marco Cuturi, Gabriel Peyré
Published in: SIAM Review, Issue 60/4, 2018, Page(s) 941-965, ISSN 0036-1445
DOI: 10.1137/18m1208654

Unbalanced optimal transport: Dynamic and Kantorovich formulations

Author(s): Lénaïc Chizat, Gabriel Peyré, Bernhard Schmitzer, François-Xavier Vialard
Published in: Journal of Functional Analysis, Issue 274/11, 2018, Page(s) 3090-3123, ISSN 0022-1236
DOI: 10.1016/j.jfa.2018.03.008

Local linear convergence analysis of Primal–Dual splitting methods


Published in: ISSN 0233-1934
DOI: 10.1080/02331934.2018.1426584

An Interpolating Distance Between Optimal Transport and Fisher–Rao Metrics

Author(s): Lénaïc Chizat, Gabriel Peyré, Bernhard Schmitzer, François-Xavier Vialard
Published in: Foundations of Computational Mathematics, Issue 18/1, 2018, Page(s) 1-44, ISSN 1615-3375
DOI: 10.1007/s10208-016-9331-y

Computational Optimal Transport

Author(s): Gabriel Peyré, Marco Cuturi
Published in: Foundations and Trends® in Machine Learning, Issue 11/5-6, 2018, Page(s) 355-206, ISSN 1935-8237
DOI: 10.1561/2200000073

MultiDimensional Sparse Super-Resolution

Author(s): Clarice Poon, Gabriel Peyré
Published in: SIAM Journal on Mathematical Analysis, Issue 51/1, 2019, Page(s) 1-44, ISSN 0036-1410
DOI: 10.1137/17m1147822

A Low-Rank Approach to Off-the-Grid Sparse Superresolution

Author(s): Paul Catala, Vincent Duval, Gabriel Peyré
Published in: SIAM Journal on Imaging Sciences, Issue 12/3, 2019, Page(s) 1464-1500, ISSN 1936-4954
DOI: 10.1137/19m124071x

The sliding Frank–Wolfe algorithm and its application to super-resolution microscopy

Author(s): Quentin Denoyelle, Vincent Duval, Gabriel Peyré, Emmanuel Soubies
Published in: Inverse Problems, Issue 36/1, 2020, Page(s) 014001, ISSN 0266-5611
DOI: 10.1088/1361-6420/ab2a29

Support localization and the fisher metric for off-the-grid sparse regularization

Author(s): C. Poon, N. Keriven, G. Peyré
Published in: Proc AISTATS 2019, 2019

Model Consistency for Learning with Mirror-Stratifiable Regularizers

Author(s): J. Fadili, G. Garrigos, J. Malick, G. Peyré
Published in: Proc AISTATS2019, 2019

Sample Complexity of Sinkhorn divergences

Author(s): A. Genevay, L. Chizat, F. Bach, M. Cuturi, G. Peyré
Published in: Proc AISTATS2019, 2019

Geometric Losses for Distributional Learning

Author(s): A. Mensch, M. Blondel, G. Peyré
Published in: Proc. ICML'19, 2019