Central limit theorems for entropy-regularized optimal transport on
finite spaces and statistical applications

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Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications

24 November 2017

Jérémie Bigot

Nicolas Papadakis

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Papers citing "Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications"

16 / 16 papers shown

Title
Statistical inference of convex order by Wasserstein projection Jakwang Kim Young-Heon Kim Yuanlong Ruan Andrew Warren 102 3 0 05 Jun 2024
Lower Complexity Adaptation for Empirical Entropic Optimal Transport Michel Groppe Shayan Hundrieser OT 62 11 0 23 Jun 2023
Gromov-Wasserstein Distances: Entropic Regularization, Duality, and Sample Complexity Zhengxin Zhang Ziv Goldfeld Youssef Mroueh Bharath K. Sriperumbudur OT 68 18 0 25 Dec 2022
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu 71 29 0 18 Jul 2022
Weak limits of entropy regularized Optimal Transport; potentials, plans and divergences Alberto González Sanz Jean-Michel Loubes Jonathan Niles-Weed OT 50 23 0 15 Jul 2022
Central limit theorem for the Sliced 1-Wasserstein distance and the max-Sliced 1-Wasserstein distance Xianliang Xu Zhongyi Huang 97 7 0 29 May 2022
Statistical inference with regularized optimal transport Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu OT 77 36 0 09 May 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 71 36 0 19 Apr 2022
Convergence of Gaussian-smoothed optimal transport distance with sub-gamma distributions and dependent samples Yixing Zhang Xiuyuan Cheng Galen Reeves OT 61 10 0 28 Feb 2021
Smooth $p$ -Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications Sloan Nietert Ziv Goldfeld Kengo Kato 105 33 0 11 Jan 2021
Nonparametric Two-Sample Hypothesis Testing for Random Graphs with Negative and Repeated Eigenvalues Joshua Agterberg M. Tang Carey Priebe 62 15 0 17 Dec 2020
Asymptotics of Discrete Schrödinger Bridges via Chaos Decomposition Zaïd Harchaoui Lang Liu Soumik Pal 33 3 0 17 Nov 2020
Gaussian-Smooth Optimal Transport: Metric Structure and Statistical Efficiency Ziv Goldfeld Kristjan Greenewald OT 74 41 0 24 Jan 2020
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space Q. Mérigot Alex Delalande Frédéric Chazal OT 53 44 0 14 Oct 2019
On the estimation of the Wasserstein distance in generative models Thomas Pinetz Daniel Soukup Thomas Pock GAN 75 9 0 02 Oct 2019
Empirical Regularized Optimal Transport: Statistical Theory and Applications M. Klatt Carla Tameling Axel Munk OT 81 61 0 23 Oct 2018