Minimax estimation of discontinuous optimal transport maps: The semi-discrete case

26 January 2023

Papers citing "Minimax estimation of discontinuous optimal transport maps: The semi-discrete case"

16 / 16 papers shown

Title
Sum-of-Squares Programming for Ma-Trudinger-Wang Regularity of Optimal Transport Maps Sachin Shivakumar Georgiy A. Bondar Gabriel Khan Abhishek Halder OT 87 0 0 17 Dec 2024
Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps Ricardo Baptista Aram-Alexandre Pooladian Michael C. Brennan Youssef Marzouk Jonathan Niles-Weed OT 29 2 0 11 Nov 2024
Wasserstein Flow Matching: Generative modeling over families of distributions D. Haviv Aram-Alexandre Pooladian D. Pe’er Brandon Amos OOD 29 0 0 01 Nov 2024
Plug-in estimation of Schrödinger bridges Aram-Alexandre Pooladian Jonathan Niles-Weed DiffM OT 35 1 0 21 Aug 2024
Semi-Discrete Optimal Transport: Nearly Minimax Estimation With Stochastic Gradient Descent and Adaptive Entropic Regularization Ferdinand Genans Antoine Godichon-Baggioni Franccois-Xavier Vialard Olivier Wintenberger 22 0 0 23 May 2024
Diffeomorphic Measure Matching with Kernels for Generative Modeling Biraj Pandey Bamdad Hosseini Pau Batlle H. Owhadi 18 3 0 12 Feb 2024
Estimation of entropy-regularized optimal transport maps between non-compactly supported measures Matthew Werenski James M. Murphy Shuchin Aeron OT 22 4 0 20 Nov 2023
Computational Guarantees for Doubly Entropic Wasserstein Barycenters via Damped Sinkhorn Iterations Lénaïc Chizat Tomas Vaskevicius 23 1 0 25 Jul 2023
Monge-Kantorovich superquantiles and expected shortfalls with applications to multivariate risk measurements Bernard Bercu Jérémie Bigot Gauthier Thurin 16 0 0 04 Jul 2023
Learning Elastic Costs to Shape Monge Displacements Michal Klein Aram-Alexandre Pooladian Pierre Ablin Eugène Ndiaye Jonathan Niles-Weed Marco Cuturi 40 3 0 20 Jun 2023
Minimum intrinsic dimension scaling for entropic optimal transport Austin J. Stromme 16 10 0 06 Jun 2023
Weak Limits for Empirical Entropic Optimal Transport: Beyond Smooth Costs Alberto González Sanz Shayan Hundrieser OT 26 9 0 16 May 2023
Stability and statistical inference for semidiscrete optimal transport maps Ritwik Sadhu Ziv Goldfeld Kengo Kato OT 24 2 0 17 Mar 2023
An Approximation Theory Framework for Measure-Transport Sampling Algorithms Ricardo Baptista Bamdad Hosseini Nikola B. Kovachki Youssef M. Marzouk A. Sagiv OT 28 17 0 27 Feb 2023
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu 37 27 0 18 Jul 2022
Entropic estimation of optimal transport maps Aram-Alexandre Pooladian Jonathan Niles-Weed OT 74 105 0 24 Sep 2021