Convergence of Gaussian-smoothed optimal transport distance with sub-gamma distributions and dependent samples

28 February 2021

Papers citing "Convergence of Gaussian-smoothed optimal transport distance with sub-gamma distributions and dependent samples"

27 / 27 papers shown

Title
Gaussian-Smooth Optimal Transport: Metric Structure and Statistical Efficiency Ziv Goldfeld Kristjan Greenewald OT 61 41 0 24 Jan 2020
Convergence of Smoothed Empirical Measures with Applications to Entropy Estimation Ziv Goldfeld Kristjan Greenewald Yury Polyanskiy Jonathan Niles-Weed 84 68 0 30 May 2019
Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem Gonzalo E. Mena Jonathan Niles-Weed OT 66 167 0 28 May 2019
Minimax estimation of smooth densities in Wasserstein distance Jonathan Niles-Weed Quentin Berthet OT 44 38 0 05 Feb 2019
Empirical Regularized Optimal Transport: Statistical Theory and Applications M. Klatt Carla Tameling Axel Munk OT 66 61 0 23 Oct 2018
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
Sample Complexity of Sinkhorn divergences Aude Genevay Lénaïc Chizat Francis R. Bach Marco Cuturi Gabriel Peyré OT 79 290 0 05 Oct 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 70 132 0 30 May 2018
Convergence and Concentration of Empirical Measures under Wasserstein Distance in Unbounded Functional Spaces Jing Lei 58 120 0 27 Apr 2018
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation B. Damodaran B. Kellenberger Rémi Flamary D. Tuia Nicolas Courty OT OOD 80 467 0 27 Mar 2018
Greedy stochastic algorithms for entropy-regularized optimal transport problems Brahim Khalil Abid Robert Mansel Gower OT 35 27 0 04 Mar 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 235 2,151 0 01 Mar 2018
Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications Jérémie Bigot Elsa Cazelles Nicolas Papadakis OT 64 41 0 24 Nov 2017
Multiscale Strategies for Computing Optimal Transport Samuel Gerber Mauro Maggioni OT 69 35 0 08 Aug 2017
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance Jonathan Niles-Weed Francis R. Bach 213 421 0 01 Jul 2017
MMD GAN: Towards Deeper Understanding of Moment Matching Network Chun-Liang Li Wei-Cheng Chang Yu Cheng Yiming Yang Barnabás Póczós GAN 66 725 0 24 May 2017
Uncertain programming model for multi-item solid transportation problem Hasan Dalman 124 747 0 31 May 2016
Interpretable Distribution Features with Maximum Testing Power Wittawat Jitkrittum Z. Szabó Kacper P. Chwialkowski Arthur Gretton 92 135 0 22 May 2016
Optimal Transport for Domain Adaptation Nicolas Courty Rémi Flamary D. Tuia A. Rakotomamonjy OT OOD 155 1,125 0 02 Jul 2015
Fast Two-Sample Testing with Analytic Representations of Probability Measures Kacper P. Chwialkowski Aaditya Ramdas Dino Sejdinovic Arthur Gretton 76 155 0 15 Jun 2015
Generative Moment Matching Networks Yujia Li Kevin Swersky R. Zemel OOD GAN 119 847 0 10 Feb 2015
FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test Ji Zhao Deyu Meng 91 98 0 12 May 2014
On the rate of convergence in Wasserstein distance of the empirical measure N. Fournier Arnaud Guillin 182 1,150 0 07 Dec 2013
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 232 688 0 25 Jul 2012
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 109 632 0 14 Feb 2012
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 217 747 0 30 Jul 2009