148 citations · 756 across the 59 of their papers we have counts for
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cs.LG2022
Over-the-Air Federated Learning with Privacy Protection via Correlated Additive Perturbations
Jialing Liao, Zheng Chen, Erik G. Larsson
In this paper, we consider privacy aspects of wireless federated learning (FL) with Over-the-Air (OtA) transmission of gradient updates from multiple users/agents to an edge server…
cs.LG2021★ 3 cited
Device Scheduling and Update Aggregation Policies for Asynchronous Federated Learning
Chung-Hsuan Hu, Zheng Chen, Erik G. Larsson
Federated Learning (FL) is a newly emerged decentralized machine learning (ML) framework that combines on-device local training with server-based model synchronization to train a c…