most citedA Ring Topology-based Communication-Efficient Scheme for D2D Wireless Federated Learning

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

cs.LG2025

Adaptive Client Selection via Q-Learning-based Whittle Index in Wireless Federated Learning

Qiyue Li, Yingxin Liu, Hang Qi +3

We consider the client selection problem in wireless Federated Learning (FL), with the objective of reducing the total required time to achieve a certain level of learning accuracy…

math.OC2022★ 1 cited

A Ring Topology-based Communication-Efficient Scheme for D2D Wireless Federated Learning

Zimu Xu, Wei Tian, Yingxin Liu +2

Federated learning (FL) is an emerging technique aiming at improving communication efficiency in distributed networks, where many clients often request to transmit their calculated…