Gromov-Wasserstein Distances: Entropic Regularization, Duality, and
Sample Complexity

Gromov-Wasserstein Distances: Entropic Regularization, Duality, and Sample Complexity

25 December 2022

Bharath K. Sriperumbudur

Papers citing "Gromov-Wasserstein Distances: Entropic Regularization, Duality, and Sample Complexity"

12 / 12 papers shown

Title
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu 52 28 0 18 Jul 2022
An improved central limit theorem and fast convergence rates for entropic transportation costs E. del Barrio Alberto González Sanz Jean-Michel Loubes Jonathan Niles-Weed OT 39 34 0 19 Apr 2022
Empirical Optimal Transport between Different Measures Adapts to Lower Complexity Shayan Hundrieser Thomas Staudt Axel Munk OT 46 24 0 21 Feb 2022
Sharp Convergence Rates for Empirical Optimal Transport with Smooth Costs Tudor Manole Jonathan Niles-Weed OT 98 39 0 24 Jun 2021
Gaussian-Smooth Optimal Transport: Metric Structure and Statistical Efficiency Ziv Goldfeld Kristjan Greenewald OT 38 41 0 24 Jan 2020
Sliced Gromov-Wasserstein Titouan Vayer Rémi Flamary Romain Tavenard Laetitia Chapel Nicolas Courty OT 17 100 0 24 May 2019
Learning Generative Models across Incomparable Spaces Charlotte Bunne David Alvarez-Melis Andreas Krause Stefanie Jegelka GAN 38 112 0 14 May 2019
Gromov-Wasserstein Alignment of Word Embedding Spaces David Alvarez-Melis Tommi Jaakkola OT 38 326 0 31 Aug 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 117 2,133 0 01 Mar 2018
Empirical optimal transport on countable metric spaces: Distributional limits and statistical applications Carla Tameling Max Sommerfeld Axel Munk OT 23 64 0 04 Jul 2017
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance Jonathan Niles-Weed Francis R. Bach 101 417 0 01 Jul 2017
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 107 4,210 0 04 Jun 2013