Empirical Optimal Transport between Different Measures Adapts to Lower Complexity

21 February 2022

Papers citing "Empirical Optimal Transport between Different Measures Adapts to Lower Complexity"

14 / 14 papers shown

Title
On the robustness of semi-discrete optimal transport Davy Paindaveine Riccardo Passeggeri OT 21 0 0 25 Oct 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking Gabriel Rioux Apoorva Nitsure Mattia Rigotti Kristjan Greenewald Youssef Mroueh 32 1 0 10 Jun 2024
Distributional Preference Alignment of LLMs via Optimal Transport Igor Melnyk Youssef Mroueh Brian M. Belgodere Mattia Rigotti Apoorva Nitsure Mikhail Yurochkin Kristjan Greenewald Jirí Navrátil Jerret Ross 42 11 0 09 Jun 2024
Manifold Learning with Sparse Regularised Optimal Transport Stephen X. Zhang Gilles Mordant Tetsuya Matsumoto Geoffrey Schiebinger OT 6 10 0 19 Jul 2023
Lower Complexity Adaptation for Empirical Entropic Optimal Transport Michel Groppe Shayan Hundrieser OT 26 10 0 23 Jun 2023
Convergence of Empirical Optimal Transport in Unbounded Settings Thomas Staudt Shayan Hundrieser OT 19 4 0 20 Jun 2023
Minimum intrinsic dimension scaling for entropic optimal transport Austin J. Stromme 24 10 0 06 Jun 2023
Weak Limits for Empirical Entropic Optimal Transport: Beyond Smooth Costs Alberto González Sanz Shayan Hundrieser OT 34 9 0 16 May 2023
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case Aram-Alexandre Pooladian Vincent Divol Jonathan Niles-Weed OT 25 20 0 26 Jan 2023
Gromov-Wasserstein Distances: Entropic Regularization, Duality, and Sample Complexity Zhengxin Zhang Ziv Goldfeld Youssef Mroueh Bharath K. Sriperumbudur OT 22 15 0 25 Dec 2022
Unbalanced Optimal Transport, from Theory to Numerics Thibault Séjourné Gabriel Peyré Franccois-Xavier Vialard OT 25 47 0 16 Nov 2022
Sharp Convergence Rates for Empirical Optimal Transport with Smooth Costs Tudor Manole Jonathan Niles-Weed OT 49 38 0 24 Jun 2021
Transport Dependency: Optimal Transport Based Dependency Measures T. Nies Thomas Staudt Axel Munk OT 18 19 0 05 May 2021
Martingale Methods for Sequential Estimation of Convex Functionals and Divergences Tudor Manole Aaditya Ramdas 20 19 0 16 Mar 2021