BriefGPT.xyz
Dec, 2023
PFLlib：个性化联邦学习算法库
PFLlib: Personalized Federated Learning Algorithm Library
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Jianqing Zhang, Yang Liu, Yang Hua, Hao Wang, Tao Song...
TL;DR
该研究提出了PFLlib，这是一个综合的个性化联邦学习算法库，包含34种最先进的联邦学习算法和多个评估环境，目前已经在GitHub上获得了850个星和199个分支。
Abstract
Amid the ongoing advancements in
federated learning
(FL), a machine learning paradigm that allows collaborative learning with data privacy protection,
personalized fl
(pFL) has gained significant prominence as a
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