Optimizing Communication and Device Clustering for Clustered Federated Learning with Differential Privacy

Magazine article

Peer reviewed

Dongyu Wei, Xiaoren Xu, Shiwen Mao and Mingzhe Chen

IEEE transactions on mobile computing, pp.1-14

2025

Abstract

And resource allocation

clustered federated learning

differential privacy

multi-agent reinforcement learning

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Title: Optimizing Communication and Device Clustering for Clustered Federated Learning with Differential Privacy
Creators: Dongyu Wei - University of Miami
Xiaoren Xu - University of Miami, Department of Electrical and Computer Engineering, Coral Gables, FL, United States
Shiwen Mao - Auburn University
Mingzhe Chen - University of Miami
Publication Details: IEEE transactions on mobile computing, pp.1-14
Academic Unit: CoE - Electrical & Computer Engineering; College of Engineering
Language: English
Resource Type: Magazine article
Record Identifier: 991032796246902976