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May, 2023
基于无线网络的空中计算联合学习
Federated Learning in Wireless Networks via Over-the-Air Computations
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Halil Yigit Oksuz, Fabio Molinari, Henning Sprekeler, Jörg Raisch
TL;DR
提出了一种不需要复杂编码-解码方案来重建信道系数,从而提高多智能体系统中联合学习的效率和隐私保护的方法。
Abstract
In a
multi-agent system
, agents can cooperatively learn a model from data by exchanging their estimated model parameters, without the need to exchange the locally available data used by the agents. This strategy, often called
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