Sinkhorn Barycenter via Functional Gradient Descent

Sinkhorn Barycenter via Functional Gradient Descent

20 July 2020

Alejandro Ribeiro

Papers citing "Sinkhorn Barycenter via Functional Gradient Descent"

15 / 15 papers shown

Title
Gradient descent algorithms for Bures-Wasserstein barycenters Sinho Chewi Tyler Maunu Philippe Rigollet Austin J. Stromme 27 86 0 06 Jan 2020
Maximum Mean Discrepancy Gradient Flow Michael Arbel Anna Korba Adil Salim Arthur Gretton 83 163 0 11 Jun 2019
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm Giulia Luise Saverio Salzo Massimiliano Pontil C. Ciliberto 23 68 0 30 May 2019
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
Sample Complexity of Sinkhorn divergences Aude Genevay Lénaïc Chizat Francis R. Bach Marco Cuturi Gabriel Peyré OT 53 283 0 05 Oct 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters Pavel Dvurechensky D. Dvinskikh Alexander Gasnikov César A. Uribe Angelia Nedić 37 105 0 11 Jun 2018
Scaling limit of the Stein variational gradient descent: the mean field regime Jianfeng Lu Yulong Lu J. Nolen 22 79 0 10 May 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 138 2,133 0 01 Mar 2018
Parallel Streaming Wasserstein Barycenters Matthew Staib Sebastian Claici Justin Solomon Stefanie Jegelka 29 89 0 21 May 2017
Stein Variational Gradient Descent as Gradient Flow Qiang Liu OT 60 274 0 25 Apr 2017
Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm Qiang Liu Dilin Wang BDL 61 1,082 0 16 Aug 2016
Stochastic Optimization for Large-scale Optimal Transport Aude Genevay Marco Cuturi Gabriel Peyré Francis R. Bach OT 54 465 0 27 May 2016
Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support Jianbo Ye Panruo Wu Jianmin Wang Jia Li 31 132 0 30 Sep 2015
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 76 735 0 16 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 133 4,210 0 04 Jun 2013