44 citations · 58 across the 6 of their papers we have counts for
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cs.DC2023★ 11 cited
Distributed Learning over Networks with Graph-Attention-Based Personalization
Zhuojun Tian, Zhaoyang Zhang, Zhaohui Yang +2
In conventional distributed learning over a network, multiple agents collaboratively build a common machine learning model. However, due to the underlying non-i.i.d. data distribut…
cs.DC2023★ 1 cited
A Generalized Look at Federated Learning: Survey and Perspectives
Taki Hasan Rafi, Faiza Anan Noor, Tahmid Hussain +2
Federated learning (FL) refers to a distributed machine learning framework involving learning from several decentralized edge clients without sharing local dataset. This distribute…