Nonparametric Multiple-Output Center-Outward Quantile Regression

25 April 2022

Papers citing "Nonparametric Multiple-Output Center-Outward Quantile Regression"

9 / 9 papers shown

Title
A primer on optimal transport for causal inference with observational data Florian F Gunsilius OT CML 82 0 0 10 Mar 2025
Monge-Kantorovich superquantiles and expected shortfalls with applications to multivariate risk measurements Bernard Bercu Jérémie Bigot Gauthier Thurin 34 0 0 04 Jul 2023
Regularity of center-outward distribution functions in non-convex domains E. del Barrio Alberto González Sanz 15 7 0 29 Mar 2023
Nonparametric Measure-Transportation-Based Methods for Directional Data Marc Hallin Han Liu Thomas Verdebout OT 26 10 0 20 Dec 2022
Gaussian Processes on Distributions based on Regularized Optimal Transport F. Bachoc Louis Bethune Alberto González Sanz Jean-Michel Loubes GP OT 34 7 0 12 Oct 2022
Center-outward Rank- and Sign-based VARMA Portmanteau Tests: Chitturi, Hosking, and Li--McLeod revisited Marc Hallin Han Liu 36 7 0 25 Aug 2022
Calibrated Multiple-Output Quantile Regression with Representation Learning Shai Feldman Stephen Bates Yaniv Romano 48 32 0 02 Oct 2021
Entropic estimation of optimal transport maps Aram-Alexandre Pooladian Jonathan Niles-Weed OT 82 105 0 24 Sep 2021
Center-Outward R-Estimation for Semiparametric VARMA Models Marc Hallin Davide La Vecchia Han Liu 27 37 0 18 Oct 2019