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1711.08947
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Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications
24 November 2017
Jérémie Bigot
Elsa Cazelles
Nicolas Papadakis
OT
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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
p
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-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
31
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
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