Optimal transport with $f$-divergence regularization and generalized
Sinkhorn algorithm

Optimal transport with $f$ -divergence regularization and generalized Sinkhorn algorithm

29 May 2021

Diego González-Sánchez

Papers citing "Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm"

15 / 15 papers shown

Title
Moreau-Yosida $f$ -divergences Dávid Terjék 28 6 0 26 Feb 2021
Optimal Bounds between $f$ -Divergences and Integral Probability Metrics R. Agrawal Thibaut Horel 33 39 0 10 Jun 2020
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm Giulia Luise Saverio Salzo Massimiliano Pontil C. Ciliberto 51 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 58 527 0 18 Oct 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 67 130 0 30 May 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 217 2,148 0 01 Mar 2018
Gini-regularized Optimal Transport with an Application to Spatio-Temporal Forecasting Lucas Roberts L. Razoumov Lin Su Bernie Wang OT AI4TS 26 11 0 07 Dec 2017
Smooth and Sparse Optimal Transport Mathieu Blondel Vivien Seguy Antoine Rolet OT 59 175 0 17 Oct 2017
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 69 593 0 26 May 2017
Regularized Optimal Transport and the Rot Mover's Distance Arnaud Dessein Nicolas Papadakis Jean-Luc Rouas OT 79 84 0 20 Oct 2016
Tsallis Regularized Optimal Transport and Ecological Inference Boris Muzellec Richard Nock Giorgio Patrini Frank Nielsen OT 46 52 0 15 Sep 2016
Stochastic Optimization for Large-scale Optimal Transport Aude Genevay Marco Cuturi Gabriel Peyré Francis R. Bach OT 73 467 0 27 May 2016
Generalized conditional gradient: analysis of convergence and applications A. Rakotomamonjy Rémi Flamary Nicolas Courty 50 21 0 22 Oct 2015
A Smoothed Dual Approach for Variational Wasserstein Problems Marco Cuturi Gabriel Peyré 56 175 0 09 Mar 2015
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,262 0 04 Jun 2013