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Marco Cuturi

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Careful with that Scalpel: Improving Gradient Surgery with an EMA

Feb 05, 2024
Yu-Guan Hsieh, James Thornton, Eugene Ndiaye, Michal Klein, Marco Cuturi, Pierre Ablin

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Structured Transforms Across Spaces with Cost-Regularized Optimal Transport

Nov 23, 2023
Othmane Sebbouh, Marco Cuturi, Gabriel Peyré

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A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport

Oct 21, 2023
Tianyi Lin, Marco Cuturi, Michael I. Jordan

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Generative Entropic Neural Optimal Transport To Map Within and Across Spaces

Oct 16, 2023
Dominik Klein, Théo Uscidda, Fabian Theis, Marco Cuturi

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Simulation-based Inference for Cardiovascular Models

Jul 29, 2023
Antoine Wehenkel, Jens Behrmann, Andrew C. Miller, Guillermo Sapiro, Ozan Sener, Marco Cuturi, Jörn-Henrik Jacobsen

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Learning Costs for Structured Monge Displacements

Jun 20, 2023
Michal Klein, Aram-Alexandre Pooladian, Pierre Ablin, Eugène Ndiaye, Jonathan Niles-Weed, Marco Cuturi

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Unbalanced Low-rank Optimal Transport Solvers

May 31, 2023
Meyer Scetbon, Michal Klein, Giovanni Palla, Marco Cuturi

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The Monge Gap: A Regularizer to Learn All Transport Maps

Feb 09, 2023
Théo Uscidda, Marco Cuturi

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Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps

Feb 08, 2023
Marco Cuturi, Michal Klein, Pierre Ablin

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