Stochastic Optimization for Regularized Wasserstein Estimators

20 February 2020

Papers citing "Stochastic Optimization for Regularized Wasserstein Estimators"

8 / 8 papers shown

Title
Hilbert's projective metric for functions of bounded growth and exponential convergence of Sinkhorn's algorithm Stephan Eckstein 41 7 0 07 Nov 2023
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences Jean Feydy Thibault Séjourné François-Xavier Vialard S. Amari A. Trouvé Gabriel Peyré OT 45 524 0 18 Oct 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 122 2,133 0 01 Mar 2018
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance Jonathan Niles-Weed Francis R. Bach 108 417 0 01 Jul 2017
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 51 586 0 26 May 2017
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 73 735 0 16 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 115 4,210 0 04 Jun 2013
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 132 573 0 08 Dec 2012