A Dimension-free Computational Upper-bound for Smooth Optimal Transport
Estimation

A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation

13 January 2021

Alessandro Rudi

Francis R. Bach

François-Xavier Vialard

Papers citing "A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation"

11 / 11 papers shown

Title
Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models Anant Raj Umut Simsekli Alessandro Rudi DiffM 31 1 0 30 Mar 2023
Approximation of optimization problems with constraints through kernel Sum-Of-Squares Pierre-Cyril Aubin-Frankowski Alessandro Rudi 23 2 0 16 Jan 2023
Moment-SoS Methods for Optimal Transport Problems Olga Mula A. Nouy OT 18 9 0 19 Nov 2022
Statistical inference with regularized optimal transport Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu OT 44 34 0 09 May 2022
Non-Convex Optimization with Certificates and Fast Rates Through Kernel Sums of Squares Blake E. Woodworth Francis R. Bach Alessandro Rudi 22 5 0 11 Apr 2022
Empirical Optimal Transport between Different Measures Adapts to Lower Complexity Shayan Hundrieser Thomas Staudt Axel Munk OT 39 22 0 21 Feb 2022
Information Theory with Kernel Methods Francis R. Bach 32 40 0 17 Feb 2022
Near-optimal estimation of smooth transport maps with kernel sums-of-squares Boris Muzellec A. Vacher Francis R. Bach Franccois-Xavier Vialard Alessandro Rudi OT 32 20 0 03 Dec 2021
An Optimal Transport Approach to Estimating Causal Effects via Nonlinear Difference-in-Differences William Torous F. Gunsilius Philippe Rigollet OT 55 15 0 12 Aug 2021
Plugin Estimation of Smooth Optimal Transport Maps Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry A. Wasserman OT 28 92 0 26 Jul 2021
Genetic column generation: Fast computation of high-dimensional multi-marginal optimal transport problems G. Friesecke Andreas S. Schulz Daniel Vogler OT 19 17 0 23 Mar 2021