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Nov, 2023
可调的软提示是联邦学习中的信使
Tunable Soft Prompts are Messengers in Federated Learning
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Chenhe Dong, Yuexiang Xie, Bolin Ding, Ying Shen, Yaliang Li
TL;DR
通过可调整的软提示实现参与者之间的信息交流,以在损失较少的全局模型的基础上保护全局模型,减少联邦学习中的通信和计算成本。
Abstract
federated learning
(FL) enables multiple participants to collaboratively train machine learning models using decentralized data sources, alleviating
privacy concerns
that arise from directly sharing local data. H
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