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Bibliographic Details
Main Authors: Morikuni, Keiichi, Sakakibara, Koya, Takatsu, Asuka
Format: Preprint
Published: 2023
Subjects:
Online Access:https://arxiv.org/abs/2309.11666
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Table of Contents:
  • Regularization by the Shannon entropy enables us to efficiently and approximately solve optimal transport problems on a finite set. This paper is concerned with regularized optimal transport problems via Bregman divergence. We introduce the required properties for Bregman divergences, provide a non-asymptotic error estimate for the regularized problem, and show that the error estimate becomes faster than exponentially.