Multivariate rank via entropic optimal transport: sample efficiency and
generative modeling

v1v2v3 (latest)

Multivariate rank via entropic optimal transport: sample efficiency and generative modeling

29 October 2021

Shoaib Bin Masud

Matthew Werenski

James M. Murphy

ArXiv (abs)PDF HTML

Papers citing "Multivariate rank via entropic optimal transport: sample efficiency and generative modeling"

7 / 7 papers shown

Title
Regularized estimation of Monge-Kantorovich quantiles for spherical data Bernard Bercu Jérémie Bigot Gauthier Thurin OT 69 1 0 02 Jul 2024
DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection Hongyu Shen Yici Yan Zhizhen Zhao 76 0 0 27 Feb 2024
Monge-Kantorovich superquantiles and expected shortfalls with applications to multivariate risk measurements Bernard Bercu Jérémie Bigot Gauthier Thurin 49 0 0 04 Jul 2023
Minimum intrinsic dimension scaling for entropic optimal transport Austin J. Stromme 47 10 0 06 Jun 2023
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection Matthew Werenski Shoaib Bin Masud James M. Murphy Shuchin Aeron 67 4 0 15 Feb 2023
Stochastic optimal transport in Banach Spaces for regularized estimation of multivariate quantiles Bernard Bercu Jérémie Bigot Gauthier Thurin 79 2 0 02 Feb 2023
Entropic estimation of optimal transport maps Aram-Alexandre Pooladian Jonathan Niles-Weed OT 122 108 0 24 Sep 2021