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Projection Robust Wasserstein Distance and Riemannian Optimization

Jun 28, 2020
Tianyi Lin, Chenyou Fan, Nhat Ho, Marco Cuturi, Michael I. Jordan

* The first two authors contributed equally 

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On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification

Jun 26, 2020
Tianyi Lin, Zeyu Zheng, Elynn Y. Chen, Marco Cuturi, Michael I. Jordan

* Correct some typos; 46 Pages, 41 figures 

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Linear Time Sinkhorn Divergences using Positive Features

Jun 25, 2020
Meyer Scetbon, Marco Cuturi


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Handling Multiple Costs in Optimal Transport: Strong Duality and Efficient Computation

Jun 12, 2020
Meyer Scetbon, Laurent Meunier, Jamal Atif, Marco Cuturi


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Debiased Sinkhorn barycenters

Jun 03, 2020
Hicham Janati, Marco Cuturi, Alexandre Gramfort

* ICML 2020 

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Noisy Adaptive Group Testing using Bayesian Sequential Experimental Design

May 15, 2020
Marco Cuturi, Olivier Teboul, Jean-Philippe Vert

* some citations added, new experimental results in most recent update on May 18 

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Revisiting Fixed Support Wasserstein Barycenter: Computational Hardness and Efficient Algorithms

Mar 18, 2020
Tianyi Lin, Nhat Ho, Xi Chen, Marco Cuturi, Michael I. Jordan

* Correct some typos 

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Missing Data Imputation using Optimal Transport

Feb 26, 2020
Boris Muzellec, Julie Josse, Claire Boyer, Marco Cuturi


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Learning with Differentiable Perturbed Optimizers

Feb 20, 2020
Quentin Berthet, Mathieu Blondel, Olivier Teboul, Marco Cuturi, Jean-Philippe Vert, Francis Bach


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Regularized Optimal Transport is Ground Cost Adversarial

Feb 10, 2020
François-Pierre Paty, Marco Cuturi


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Supervised Quantile Normalization for Low-rank Matrix Approximation

Feb 08, 2020
Marco Cuturi, Olivier Teboul, Jonathan Niles-Weed, Jean-Philippe Vert


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Fast and Robust Comparison of Probability Measures in Heterogeneous Spaces

Feb 08, 2020
Ryoma Sato, Marco Cuturi, Makoto Yamada, Hisashi Kashima


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Spatio-Temporal Alignments: Optimal transport through space and time

Nov 10, 2019
Hicham Janati, Marco Cuturi, Alexandre Gramfort


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Ground Metric Learning on Graphs

Nov 08, 2019
Matthieu Heitz, Nicolas Bonneel, David Coeurjolly, Marco Cuturi, Gabriel Peyré


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Multi-subject MEG/EEG source imaging with sparse multi-task regression

Oct 14, 2019
Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort

* version 2. arXiv admin note: text overlap with arXiv:1902.04812 

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On the Complexity of Approximating Multimarginal Optimal Transport

Sep 30, 2019
Tianyi Lin, Nhat Ho, Marco Cuturi, Michael I. Jordan

* 30 pages. The first two authors contributed equally to this work 

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Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport

Jun 03, 2019
François-Pierre Paty, Alexandre d'Aspremont, Marco Cuturi


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Deep multi-class learning from label proportions

May 30, 2019
Gabriel Dulac-Arnold, Neil Zeghidour, Marco Cuturi, Lucas Beyer, Jean-Philippe Vert


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Differentiable Sorting using Optimal Transport:The Sinkhorn CDF and Quantile Operator

May 28, 2019
Marco Cuturi, Olivier Teboul, Jean-Philippe Vert


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