60 citations · 86 across the 8 of their papers we have counts for
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cs.IT2022★ 2 cited
Server Free Wireless Federated Learning: Architecture, Algorithm, and Analysis
Howard H. Yang, Zihan Chen, Tony Q. S. Quek
We demonstrate that merely analog transmissions and match filtering can realize the function of an edge server in federated learning (FL). Therefore, a network with massively distr…
cs.LG2022
Federated Stochastic Gradient Descent Begets Self-Induced Momentum
Howard H. Yang, Zuozhu Liu, Yaru Fu +2
Federated learning (FL) is an emerging machine learning method that can be applied in mobile edge systems, in which a server and a host of clients collaboratively train a statistic…