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

13 January 2021

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

9 / 9 papers shown

Title
Approximation of optimization problems with constraints through kernel Sum-Of-Squares Pierre-Cyril Aubin-Frankowski Alessandro Rudi 18 1 0 16 Jan 2023
Moment-SoS Methods for Optimal Transport Problems Olga Mula A. Nouy OT 15 9 0 19 Nov 2022
Statistical inference with regularized optimal transport Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu OT 41 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 8 5 0 11 Apr 2022
Empirical Optimal Transport between Different Measures Adapts to Lower Complexity Shayan Hundrieser Thomas Staudt Axel Munk OT 20 22 0 21 Feb 2022
Information Theory with Kernel Methods Francis R. Bach 21 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
Plugin Estimation of Smooth Optimal Transport Maps Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry A. Wasserman OT 21 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 14 17 0 23 Mar 2021