On the sample complexity of entropic optimal transport

27 June 2022

Papers citing "On the sample complexity of entropic optimal transport"

19 / 19 papers shown

Title
Bandit Optimal Transport Lorenzo Croissant 120 0 0 11 Feb 2025
Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications Matthew Werenski Brendan Mallery Shuchin Aeron James M. Murphy 83 0 0 31 Oct 2024
Hilbert's projective metric for functions of bounded growth and exponential convergence of Sinkhorn's algorithm Stephan Eckstein 87 7 0 07 Nov 2023
Statistical inference with regularized optimal transport Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu OT 63 36 0 09 May 2022
An improved central limit theorem and fast convergence rates for entropic transportation costs E. del Barrio Alberto González Sanz Jean-Michel Loubes Jonathan Niles-Weed OT 57 35 0 19 Apr 2022
Near-optimal estimation of smooth transport maps with kernel sums-of-squares Boris Muzellec A. Vacher Francis R. Bach Franccois-Xavier Vialard Alessandro Rudi OT 59 21 0 03 Dec 2021
Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport Shin Kamada 53 15 0 25 Oct 2021
Quantitative Uniform Stability of the Iterative Proportional Fitting Procedure George Deligiannidis Valentin De Bortoli Arnaud Doucet 87 24 0 18 Aug 2021
An Optimal Transport Approach to Estimating Causal Effects via Nonlinear Difference-in-Differences William Torous F. Gunsilius Philippe Rigollet OT 86 16 0 12 Aug 2021
Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections Nabarun Deb Promit Ghosal B. Sen OT 105 75 0 04 Jul 2021
Sharp Convergence Rates for Empirical Optimal Transport with Smooth Costs Tudor Manole Jonathan Niles-Weed OT 115 38 0 24 Jun 2021
Asymptotics for semi-discrete entropic optimal transport Jason M. Altschuler Jonathan Niles-Weed Austin J. Stromme 34 27 0 22 Jun 2021
Entropic optimal transport is maximum-likelihood deconvolution Philippe Rigollet Jonathan Niles-Weed OT 64 78 0 14 Sep 2018
Statistical Optimal Transport via Factored Couplings Aden Forrow Jan-Christian Hütter Mor Nitzan Philippe Rigollet Geoffrey Schiebinger Jonathan Niles-Weed OT 152 70 0 19 Jun 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 224 2,150 0 01 Mar 2018
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 72 594 0 26 May 2017
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark Schmidt 280 1,221 0 16 Aug 2016
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 220 4,288 0 04 Jun 2013
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 581 469 0 17 Aug 2007