Measuring dependence between random vectors via optimal transport

28 April 2021

Papers citing "Measuring dependence between random vectors via optimal transport"

13 / 13 papers shown

Title
Sharp Convergence Rates for Empirical Optimal Transport with Smooth Costs Tudor Manole Jonathan Niles-Weed OT 100 39 0 24 Jun 2021
Transport Dependency: Optimal Transport Based Dependency Measures T. Nies Thomas Staudt Axel Munk OT 54 20 0 05 May 2021
Central Limit Theorems for General Transportation Costs E. del Barrio Alberto González Sanz Jean-Michel Loubes OT 39 28 0 12 Feb 2021
The Earth Mover's Correlation Tamás F. Móri G. Székely 31 5 0 09 Sep 2020
A simple measure of conditional dependence Mona Azadkia S. Chatterjee 90 129 0 27 Oct 2019
A new coefficient of correlation S. Chatterjee 45 253 0 23 Sep 2019
Convergence and Concentration of Empirical Measures under Wasserstein Distance in Unbounded Functional Spaces Jing Lei 38 119 0 27 Apr 2018
Empirical optimal transport on countable metric spaces: Distributional limits and statistical applications Carla Tameling Max Sommerfeld Axel Munk OT 25 64 0 04 Jul 2017
Limit laws of the empirical Wasserstein distance: Gaussian distributions Thomas Rippl Axel Munk A. Sturm 66 64 0 15 Jul 2015
Probit transformation for nonparametric kernel estimation of the copula density G. Geenens Arthur Charpentier D. Paindaveine 117 97 0 17 Apr 2014
Optimal Shrinkage of Eigenvalues in the Spiked Covariance Model D. Donoho M. Gavish Iain M. Johnstone 73 206 0 04 Nov 2013
The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs Han Liu John D. Lafferty Larry A. Wasserman 125 760 0 03 Mar 2009
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 224 2,586 0 28 Mar 2008