Skip to main content
European Commission logo
English English
CORDIS - EU research results
CORDIS
CORDIS Web 30th anniversary CORDIS Web 30th anniversary

Numerical Optimal tRansport for ImAging

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

Author(s): S. Marcotte and R. Gribonval and G. Peyré
Published in: Proc. NeurIPS'23, 2023
Publisher: NeurIPS

Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form

Author(s): Hicham Janati, Boris Muzellec, Gabriel Peyré, Marco Cuturi
Published in: Proc. Neurips 2020, 2020
Publisher: Neurips

Wasserstein Control of Mirror Langevin Monte Carlo

Author(s): Kelvin Shuangjian Zhang, Gabriel Peyré, Jalal Fadili, Marcelo Pereyra
Published in: PMLR, Issue 125, 2020, Page(s) 3814-3841
Publisher: PMLR

Unsupervised Ground Metric Learning using Wasserstein Eigenvectors

Author(s): G-J. Huizing, L. Cantini, G. Peyré
Published in: Proc. ICML'22, 2022
Publisher: ICML

Faster Wasserstein Distance Estimation with the Sinkhorn Divergence

Author(s): Lénaïc Chizat, Pierre Roussillon, Flavien Léger, François-Xavier Vialard, Gabriel Peyré
Published in: Proc. Neurips 2020, 2020
Publisher: Neurips

Global convergence of ResNets: From finite to infinite width using linear parameterization,

Author(s): R. Barboni and G. Peyré and F-X Vialard
Published in: Proc. NeurIPS'22, 2022
Publisher: NeurIPS

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
Publisher: AISTATS

Model Consistency for Learning with Mirror-Stratifiable Regularizers

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

Sample Complexity of Sinkhorn divergences

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

Geometric Losses for Distributional Learning

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

Super-efficiency of automatic differentiation for functions defined as a minimum

Author(s): Pierre Ablin, Gabriel Peyré, Thomas Moreau
Published in: PMLR, Issue 119, 2020, Page(s) 32-41
Publisher: PMLR

Sinkformers: Transformers with Doubly Stochastic Attention

Author(s): M. E. Sander, P. Ablin, M. Blondel, G. Peyré
Published in: Proc. AISTATS 2022, 2022
Publisher: AISTATS

Online Sinkhorn: Optimal Transport distances from sample streams

Author(s): Arthur Mensch, Gabriel Peyré
Published in: Proc. Neurips 2020, 2020
Publisher: Neurips

Momentum Residual Neural Networks

Author(s): M. E. Sander, P. Ablin, M. Blondel, G. Peyré
Published in: Proc. ICML'21, 2021
Publisher: ICML

Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization

Author(s): Z. Ye and G. Peyré and D. Cremers and P. Ablin
Published in: Proc. AISTATS'24, 2024
Publisher: AISTATS

Ground Metric Learning on Graphs

Author(s): Matthieu Heitz, Nicolas Bonneel, David Coeurjolly, Marco Cuturi, Gabriel Peyré
Published in: J Math Imaging Vis, 2020, ISSN 0924-9907
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10851-020-00996-z

Paired single-cell multi-omics data integration with Mowgli

Author(s): G-J. Huizing and M. Deutschmann and G. Peyré and L. Cantini
Published in: Nature Communications, 2023, Page(s) 7711, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-023-43019-2

Optimal Transport improves cell-cell similarity inference in single-cell omics data

Author(s): Geert-Jan Huizing, Gabriel Peyré, Laura Cantini
Published in: Bioinformatics, 2022, Page(s) 2169–2177, ISSN 1367-4803
Publisher: Oxford University Press
DOI: 10.1093/bioinformatics/btac084

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
Publisher: Society for Industrial and Applied Mathematics
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
Publisher: Society for Industrial and Applied Mathematics
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
Publisher: Academic Press
DOI: 10.1016/j.jfa.2018.03.008

Local linear convergence analysis of Primal–Dual splitting methods

Author(s): Jingwei Liang, Jalal Fadili, Gabriel Peyré
Published in: Optimization, Issue 67/6, 2018, Page(s) 821-853, ISSN 0233-1934
Publisher: Taylor & Francis
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
Publisher: Springer Verlag
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
Publisher: Now Publishers Inc.
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
Publisher: Society for Industrial and Applied Mathematics
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
Publisher: Society for Industrial and Applied Mathematics
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
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6420/ab2a29

Smooth over-parameterized solvers for non-smooth structured optimization

Author(s): C. Poon and G. Peyré
Published in: Mathematical Programming, 2023, Page(s) 897-952, ISSN 1436-4646
Publisher: Springer
DOI: 10.1007/s10107-022-01923-3

Searching for OpenAIRE data...

There was an error trying to search data from OpenAIRE

No results available