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ORCIDMarco Cuturi
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Publications
- 2025
[c76]Beomsu Kim, Yu-Guan Hsieh, Michal Klein, Marco Cuturi, Jong Chul Ye, Bahjat Kawar, James Thornton:
Simple ReFlow: Improved Techniques for Fast Flow Models. ICLR 2025- [c75]Pau Rodríguez, Arno Blaas, Michal Klein, Luca Zappella, Nicholas Apostoloff, Marco Cuturi, Xavier Suau:
Controlling Language and Diffusion Models by Transporting Activations. ICLR 2025 - [i81]Michal Klein, Louis Béthune, Eugène Ndiaye, Marco Cuturi:
Multivariate Conformal Prediction using Optimal Transport. CoRR abs/2502.03609 (2025) - [i78]Pau Rodríguez, Michal Klein, Eleonora Gualdoni, Arno Blaas, Luca Zappella, Marco Cuturi, Xavier Suau:
End-to-end Learning of Sparse Interventions on Activations to Steer Generation. CoRR abs/2503.10679 (2025) - [i77]Michal Klein, Alireza Mousavi Hosseini, Stephen Y. Zhang, Marco Cuturi:
On Fitting Flow Models with Large Sinkhorn Couplings. CoRR abs/2506.05526 (2025) - [i76]Waïss Azizian, Michael Kirchhof, Eugène Ndiaye, Louis Béthune, Michal Klein, Pierre Ablin, Marco Cuturi:
The Geometries of Truth Are Orthogonal Across Tasks. CoRR abs/2506.08572 (2025) - [i75]Alireza Mousavi Hosseini, Stephen Y. Zhang, Michal Klein, Marco Cuturi:
Flow Matching with Semidiscrete Couplings. CoRR abs/2509.25519 (2025) - [i74]Thiziri Nait Saada, Louis Béthune, Michal Klein, David Grangier, Marco Cuturi, Pierre Ablin:
The Data-Quality Illusion: Rethinking Classifier-Based Quality Filtering for LLM Pretraining. CoRR abs/2510.00866 (2025) - [i72]Bruno Mlodozeniec, Pierre Ablin, Louis Béthune, Dan Busbridge, Michal Klein, Jason Ramapuram, Marco Cuturi:
Completed Hyperparameter Transfer across Modules, Width, Depth, Batch and Duration. CoRR abs/2512.22382 (2025) - 2024
- [c68]Yu-Guan Hsieh, James Thornton, Eugène Ndiaye, Michal Klein, Marco Cuturi, Pierre Ablin:
Careful with that Scalpel: Improving Gradient Surgery with an EMA. ICML 2024: 19085-19100 - [c67]Zoe Piran, Michal Klein, James Thornton, Marco Cuturi:
Contrasting Multiple Representations with the Multi-Marginal Matching Gap. ICML 2024: 40827-40842 - [c65]Parnian Kassraie, Aram-Alexandre Pooladian, Michal Klein, James Thornton, Jonathan Niles-Weed, Marco Cuturi:
Progressive Entropic Optimal Transport Solvers. NeurIPS 2024 - [c64]Michal Klein, Aram-Alexandre Pooladian, Pierre Ablin, Eugène Ndiaye, Jonathan Niles-Weed, Marco Cuturi:
Learning Elastic Costs to Shape Monge Displacements. NeurIPS 2024 - [i71]Yu-Guan Hsieh, James Thornton, Eugène Ndiaye, Michal Klein, Marco Cuturi, Pierre Ablin:
Careful with that Scalpel: Improving Gradient Surgery with an EMA. CoRR abs/2402.02998 (2024) - [i67]Zoe Piran, Michal Klein, James Thornton, Marco Cuturi:
Contrasting Multiple Representations with the Multi-Marginal Matching Gap. CoRR abs/2405.19532 (2024) - [i66]Parnian Kassraie, Aram-Alexandre Pooladian, Michal Klein, James Thornton, Jonathan Niles-Weed, Marco Cuturi:
Progressive Entropic Optimal Transport Solvers. CoRR abs/2406.05061 (2024) - [i62]Beomsu Kim, Yu-Guan Hsieh, Michal Klein, Marco Cuturi, Jong Chul Ye, Bahjat Kawar, James Thornton:
Simple ReFlow: Improved Techniques for Fast Flow Models. CoRR abs/2410.07815 (2024) - [i61]Pau Rodríguez López, Arno Blaas, Michal Klein, Luca Zappella, Nicholas Apostoloff, Marco Cuturi, Xavier Suau:
Controlling Language and Diffusion Models by Transporting Activations. CoRR abs/2410.23054 (2024) - 2023
- [c60]Marco Cuturi, Michal Klein, Pierre Ablin:
Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps. ICML 2023: 6671-6682 - [c58]Meyer Scetbon, Michal Klein, Giovanni Palla, Marco Cuturi:
Unbalanced Low-rank Optimal Transport Solvers. NeurIPS 2023 - [i59]Marco Cuturi, Michal Klein, Pierre Ablin:
Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps. CoRR abs/2302.04065 (2023) - [i57]Meyer Scetbon, Michal Klein, Giovanni Palla, Marco Cuturi:
Unbalanced Low-rank Optimal Transport Solvers. CoRR abs/2305.19727 (2023) - [i56]Michal Klein, Aram-Alexandre Pooladian, Pierre Ablin, Eugène Ndiaye, Jonathan Niles-Weed, Marco Cuturi:
Learning Costs for Structured Monge Displacements. CoRR abs/2306.11895 (2023)
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