Near-optimal estimation of smooth transport maps with kernel
sums-of-squares

Near-optimal estimation of smooth transport maps with kernel sums-of-squares

3 December 2021

Francis R. Bach

Franccois-Xavier Vialard

Alessandro Rudi

Papers citing "Near-optimal estimation of smooth transport maps with kernel sums-of-squares"

17 / 17 papers shown

Title
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport Tianyi Lin Marco Cuturi Michael I. Jordan OT 36 0 0 21 Oct 2023
GloptiNets: Scalable Non-Convex Optimization with Certificates Gaspard Beugnot Julien Mairal Alessandro Rudi 11 0 0 26 Jun 2023
Learning Elastic Costs to Shape Monge Displacements Michal Klein Aram-Alexandre Pooladian Pierre Ablin Eugène Ndiaye Jonathan Niles-Weed Marco Cuturi 48 3 0 20 Jun 2023
Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation N. Panda Natalie Klein Dominic Yang P. Gasda Diane Oyen 27 1 0 18 Apr 2023
Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models Anant Raj Umut Simsekli Alessandro Rudi DiffM 14 1 0 30 Mar 2023
Stochastic optimal transport in Banach Spaces for regularized estimation of multivariate quantiles Bernard Bercu Jérémie Bigot Gauthier Thurin 28 2 0 02 Feb 2023
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case Aram-Alexandre Pooladian Vincent Divol Jonathan Niles-Weed OT 25 20 0 26 Jan 2023
Optimal transport map estimation in general function spaces Vincent Divol Jonathan Niles-Weed Aram-Alexandre Pooladian OT 35 22 0 07 Dec 2022
Moment-SoS Methods for Optimal Transport Problems Olga Mula A. Nouy OT 13 9 0 19 Nov 2022
On the sample complexity of entropic optimal transport Philippe Rigollet Austin J. Stromme OT 27 40 0 27 Jun 2022
Statistical inference with regularized optimal transport Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu OT 38 34 0 09 May 2022
Stability and upper bounds for statistical estimation of unbalanced transport potentials A. Vacher Franccois-Xavier Vialard OT 22 4 0 17 Mar 2022
Debiaser Beware: Pitfalls of Centering Regularized Transport Maps Aram-Alexandre Pooladian Marco Cuturi Jonathan Niles-Weed OT 29 16 0 17 Feb 2022
Measure Estimation in the Barycentric Coding Model Matthew Werenski Ruijie Jiang Abiy Tasissa Shuchin Aeron James M. Murphy 40 14 0 28 Jan 2022
Parameter tuning and model selection in optimal transport with semi-dual Brenier formulation A. Vacher Franccois-Xavier Vialard OT 21 3 0 14 Dec 2021
Entropic estimation of optimal transport maps Aram-Alexandre Pooladian Jonathan Niles-Weed OT 82 105 0 24 Sep 2021
An Optimal Transport Approach to Estimating Causal Effects via Nonlinear Difference-in-Differences William Torous F. Gunsilius Philippe Rigollet OT 46 15 0 12 Aug 2021