27 citations · 48 across the 44 of their papers we have counts for
Showing 2022 · cs.LGShow all
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cs.LG2022★ 3 cited
Multi-Task and Transfer Learning for Federated Learning Applications
Cihat Keçeci, Mohammad Shaqfeh, Hayat Mbayed +1
Federated learning enables many applications benefiting distributed and private datasets of a large number of potential data-holding clients. However, different clients usually hav…
cs.LG2022★ 1 cited
Clustered Scheduling and Communication Pipelining For Efficient Resource Management Of Wireless Federated Learning
Cihat Keçeci, Mohammad Shaqfeh, Fawaz Al-Qahtani +2
This paper proposes using communication pipelining to enhance the wireless spectrum utilization efficiency and convergence speed of federated learning in mobile edge computing appl…