Fréchet Means and Procrustes Analysis in Wasserstein Space

24 January 2017

Papers citing "Fréchet Means and Procrustes Analysis in Wasserstein Space"

18 / 18 papers shown

Title
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space Yiheng Jiang Sinho Chewi Aram-Alexandre Pooladian 32 7 0 05 Dec 2023
Non-injectivity of Bures--Wasserstein barycentres in infinite dimensions Y. Zemel 24 1 0 15 Nov 2023
Distribution-on-Distribution Regression with Wasserstein Metric: Multivariate Gaussian Case Ryotaro Okano Masaaki Imaizumi 21 2 0 12 Jul 2023
Measure transfer via stochastic slicing and matching Shiying Li Caroline Moosmueller 26 3 0 11 Jul 2023
Large Sample Theory for Bures-Wasserstein Barycentres Leonardo P. M. Santoro V. Panaretos 26 3 0 24 May 2023
Errors-in-variables Fréchet Regression with Low-rank Covariate Approximation Kyunghee Han Dogyoon Song 22 0 0 16 May 2023
Wasserstein Principal Component Analysis for Circular Measures Mario Beraha M. Pegoraro 13 2 0 05 Apr 2023
Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery Tyler Maunu Thibaut Le Gouic Philippe Rigollet 20 5 0 26 Oct 2022
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent Jason M. Altschuler Sinho Chewi P. Gerber Austin J. Stromme 13 36 0 16 Jun 2021
Permutation invariant networks to learn Wasserstein metrics Arijit Sehanobish N. Ravindra David van Dijk OOD 17 2 0 12 Oct 2020
Multivariate Rank-based Distribution-free Nonparametric Testing using Measure Transportation Nabarun Deb B. Sen 45 129 0 18 Sep 2019
Estimation of Wasserstein distances in the Spiked Transport Model Jonathan Niles-Weed Philippe Rigollet 25 102 0 16 Sep 2019
Fast convergence of empirical barycenters in Alexandrov spaces and the Wasserstein space Thibaut Le Gouic Q. Paris Philippe Rigollet Austin J. Stromme 31 51 0 02 Aug 2019
Statistical data analysis in the Wasserstein space Jérémie Bigot 27 29 0 19 Jul 2019
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 29 28 0 14 May 2019
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wei Liu Lawrence Carin MedIm FedML 32 84 0 12 Sep 2018
Bayesian Learning with Wasserstein Barycenters Julio D. Backhoff Veraguas J. Fontbona Gonzalo Rios Felipe A. Tobar 20 29 0 28 May 2018
Limit laws of the empirical Wasserstein distance: Gaussian distributions Thomas Rippl Axel Munk A. Sturm 52 64 0 15 Jul 2015