Low-rank Optimal Transport: Approximation, Statistics and Debiasing

v1v2 (latest)

Low-rank Optimal Transport: Approximation, Statistics and Debiasing

24 May 2022

ArXiv (abs)PDF HTML

Papers citing "Low-rank Optimal Transport: Approximation, Statistics and Debiasing"

9 / 9 papers shown

Title
Linear Partial Gromov-Wasserstein Embedding Yikun Bai Abihith Kothapalli Hengrong Du Rocio Diaz Martin Soheil Kolouri 85 0 0 22 Oct 2024
Approximating Optimal Transport via Low-rank and Sparse Factorization Weijie Liu Chao Zhang Nenggan Zheng Hui Qian OT 30 3 0 12 Nov 2021
Low-Rank Sinkhorn Factorization M. Scetbon Marco Cuturi Gabriel Peyré 71 59 0 08 Mar 2021
Linear Time Sinkhorn Divergences using Positive Features M. Scetbon Marco Cuturi 99 26 0 12 Jun 2020
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences Jean Feydy Thibault Séjourné François-Xavier Vialard S. Amari A. Trouvé Gabriel Peyré OT 70 532 0 18 Oct 2018
Statistical Optimal Transport via Factored Couplings Aden Forrow Jan-Christian Hütter Mor Nitzan Philippe Rigollet Geoffrey Schiebinger Jonathan Niles-Weed OT 154 70 0 19 Jun 2018
Learning Generative Models with Sinkhorn Divergences Aude Genevay Gabriel Peyré Marco Cuturi OT 200 632 0 01 Jun 2017
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 220 4,294 0 04 Jun 2013
Equivalence of distance-based and RKHS-based statistics in hypothesis testing Dino Sejdinovic Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu 234 688 0 25 Jul 2012