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20122023
most citedFederated Learning over Wireless Networks: Convergence Analysis and Resource Allocation

409 citations · 670 across the 17 of their papers we have counts for

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cs.LG2022★ 1 cited

Hierarchical Federated Learning with Momentum Acceleration in Multi-Tier Networks

Zhengjie Yang, Sen Fu, Wei Bao +2

In this paper, we propose Hierarchical Federated Learning with Momentum Acceleration (HierMo), a three-tier worker-edge-cloud federated learning algorithm that applies momentum for…