Acesso público

Memo for the 2021 SIGGRAPH course Computational Optimal Transport

G Peyré, M Cuturi, J Solomon

SIGGRAPH Asia 2021 Courses, 1-37, 2021

Autorizações: European Commission

35 artigos disponíveis publicamente

[PDF] nowpublishers.com

Computational Optimal Transport

G Peyré, M Cuturi

Foundations and Trends in Machine Learning 11 (5-6), pp. 355-607, 2019

Autorizações: European Commission

[PDF] arxiv.org

Iterative Bregman projections for regularized transportation problems

JD Benamou, G Carlier, M Cuturi, L Nenna, G Peyré

SIAM Journal on Scientific Computing 37 (2), A1111-A1138, 2015

Autorizações: European Commission

Fast computation of Wasserstein barycenters

M Cuturi, A Doucet

Proceedings of the International Conference on Machine Learning 2014, JMLR …, 2014

Autorizações: UK Engineering and Physical Sciences Research Council

[PDF] hal.science

Convolutional Wasserstein Distances: Efficient Optimal Transportation on Geometric Domains

J Solomon, F de Goes, G Peyré, M Cuturi, A Butscher, A Nguyen, T Du, ...

ACM Transactions on Graphics (TOG) SIGGRAPH, 2015, 2015

Autorizações: European Commission

Learning Generative Models with Sinkhorn Divergences

A Genevay, G Peyré, M Cuturi

Proceedings of the Twenty-First International Conference on Artifical …, 2017

Autorizações: European Commission

Stochastic optimization for large-scale optimal transport

A Genevay, M Cuturi, G Peyré, F Bach

arXiv preprint arXiv:1605.08527, 2016

Autorizações: European Commission

Gromov-wasserstein averaging of kernel and distance matrices

G Peyré, M Cuturi, J Solomon

International conference on machine learning, 2664-2672, 2016

Autorizações: US National Science Foundation, European Commission

Sliced Wasserstein kernel for persistence diagrams

M Carriere, M Cuturi, S Oudot

International conference on machine learning, 664-673, 2017

Autorizações: European Commission

Learning with differentiable perturbed optimizers

Q Berthet, M Blondel, O Teboul, M Cuturi, JP Vert, F Bach

NeurIPS 2020, 2020

Autorizações: European Commission, Agence Nationale de la Recherche

[PDF] arxiv.org

A smoothed dual approach for variational wasserstein problems

M Cuturi, G Peyré

SIAM J. Imaging Sciences 9 (1), 320–343, 2016

Autorizações: European Commission

[PDF] cnrs.fr

Wasserstein Barycentric Coordinates: Histogram Regression Using Optimal Transport

N Bonneel, G Peyré, M Cuturi

ACM Transactions on Graphics 35 (4), 2016

Autorizações: European Commission

[PDF] crest.science

Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning

MA Schmitz, M Heitz, N Bonneel, F Ngole, D Coeurjolly, M Cuturi, G Peyré, ...

SIAM Journal on Imaging Sciences 11 (1), 643-678, 2018

Autorizações: European Commission

Wasserstein training of restricted Boltzmann machines

G Montavon, KR Müller, M Cuturi

Advances in Neural Information Processing Systems 29, 2016

Autorizações: German Research Foundation

[PDF] arxiv.org

Fast optimal transport averaging of neuroimaging data

A Gramfort, G Peyré, M Cuturi

Information Processing in Medical Imaging: 24th International Conference …, 2015

Autorizações: European Commission

Proximal optimal transport modeling of population dynamics

C Bunne, L Meng-Papaxanthos, A Krause, M Cuturi

AISTATS 2022, 2021

Autorizações: Swiss National Science Foundation, US National Institutes of Health

Entropic Optimal Transport between (Unbalanced) Gaussian Measures has a Closed Form

H Janati, B Muzellec, G Peyré, M Cuturi

NeurIPS 2020, 2020

Autorizações: European Commission, Agence Nationale de la Recherche

[PDF] jmlr.org

On the complexity of approximating multimarginal optimal transport

T Lin, N Ho, M Cuturi, MI Jordan

Journal of Machine Learning Research 23 (65), 1-43, 2022

Autorizações: US National Science Foundation, US Department of Defense

Projection robust Wasserstein distance and Riemannian optimization

T Lin, C Fan, N Ho, M Cuturi, MI Jordan

NeurIPS 2020, 2020

Autorizações: US Department of Defense