326 citations · 754 across the 39 of their papers we have counts for
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cs.LG2019★ 326 cited
A Crowdsourcing Framework for On-Device Federated Learning
Shashi Raj Pandey, Nguyen H. Tran, Mehdi Bennis +3
Federated learning (FL) rests on the notion of training a global model in a decentralized manner. Under this setting, mobile devices perform computations on their local data before…
cs.NI2019★ 77 cited
Wireless Network Slicing: Generalized Kelly Mechanism Based Resource Allocation
Yan Kyaw Tun, Nguyen H. Tran, Duy Trong Ngo +3
Wireless network slicing (i.e., network virtualization) is one of the potential technologies for addressing the issue of rapidly growing demand in mobile data services related to 5…