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11/16/2022
Unbalanced Kantorovich-Rubinstein distance and barycenter for finitely supported measures: A statistical perspective
We propose and investigate several statistical models and corresponding ...
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02/25/2022
A Unifying Approach to Distributional Limits for Empirical Optimal Transport
We provide a unifying approach to central limit type theorems for empiri...
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04/30/2021
Limit Distributions and Sensitivity Analysis for Entropic Optimal Transport on Countable Spaces
For probability measures supported on countable spaces we derive limit d...
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03/29/2021
The Statistics of Circular Optimal Transport
Empirical optimal transport (OT) plans and distances provide effective t...
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07/27/2020
Limit Laws for Empirical Optimal Solutions in Stochastic Linear Programs
We consider a general linear program in standard form whose right-hand s...
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10/23/2018