On the robustness of semi-discrete optimal transport

25 October 2024

Papers citing "On the robustness of semi-discrete optimal transport"

13 / 13 papers shown

Title
Convergence of Empirical Optimal Transport in Unbounded Settings Thomas Staudt Shayan Hundrieser OT 75 4 0 20 Jun 2023
Stability and statistical inference for semidiscrete optimal transport maps Ritwik Sadhu Ziv Goldfeld Kengo Kato OT 61 3 0 17 Mar 2023
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu 64 29 0 18 Jul 2022
Empirical Optimal Transport between Different Measures Adapts to Lower Complexity Shayan Hundrieser Thomas Staudt Axel Munk OT 66 23 0 21 Feb 2022
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics Hongjian Shi Mathias Drton Marc Hallin Fang Han 51 6 0 30 Nov 2021
Sharp Convergence Rates for Empirical Optimal Transport with Smooth Costs Tudor Manole Jonathan Niles-Weed OT 127 38 0 24 Jun 2021
On Robust Optimal Transport: Computational Complexity and Barycenter Computation Khang Le Huy Le Nguyen Quang H. Nguyen Tung Pham Hung Bui Nhat Ho OT 69 38 0 13 Feb 2021
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation Yogesh Balaji Ramalingam Chellappa Soheil Feizi OT 161 105 0 12 Oct 2020
On universally consistent and fully distribution-free rank tests of vector independence Hongjian Shi Marc Hallin Mathias Drton Fang Han 59 37 0 04 Jul 2020
Center-Outward R-Estimation for Semiparametric VARMA Models Marc Hallin Davide La Vecchia Han Liu 84 37 0 18 Oct 2019
Multivariate Ranks and Quantiles using Optimal Transport: Consistency, Rates, and Nonparametric Testing Promit Ghosal B. Sen 50 60 0 14 May 2019
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance Jonathan Niles-Weed Francis R. Bach 213 421 0 01 Jul 2017
Monge-Kantorovich Depth, Quantiles, Ranks, and Signs Victor Chernozhukov Alfred Galichon Marc Hallin Marc Henry 186 244 0 29 Dec 2014