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Jun, 2023
基于图模型先验的结构化合作学习
Structured Cooperative Learning with Graphical Model Priors
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Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao
TL;DR
本文介绍了一种Structured Cooperative Learning(SCooL)的方法,用于训练分布在不同设备上的个性化模型,并在不同的Cooperation Graph之间进行自动协调,具有很好的效果和通信效率。
Abstract
We study how to train
personalized models
for different tasks on
decentralized devices
with limited local data. We propose "
structured cooperativ
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