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Jun, 2023
无线联邦学习中异构集群的隐私聚合
Private Aggregation in Wireless Federated Learning with Heterogeneous Clusters
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Maximilian Egger, Christoph Hofmeister, Antonia Wachter-Zeh, Rawad Bitar
TL;DR
本文介绍了一种私有集成学习方案，以处理联合学习中的隐私问题，并推导出信息论隐私所需的通信成本的基本限制。
Abstract
federated learning
collaboratively trains a
neural network
on privately owned data held by several participating clients. The
gradient descent al
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