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cs.LG2023★ 1 cited
Decentralized Entropic Optimal Transport for Distributed Distribution Comparison
Xiangfeng Wang, Hongteng Xu, Moyi Yang
Distributed distribution comparison aims to measure the distance between the distributions whose data are scattered across different agents in a distributed system and cannot even…
cs.LG2022
Obtaining Dyadic Fairness by Optimal Transport
Moyi Yang, Junjie Sheng, Xiangfeng Wang +4
Fairness has been taken as a critical metric in machine learning models, which is considered as an important component of trustworthy machine learning. In this paper, we focus on o…