55 citations · 95 across the 6 of their papers we have counts for
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cs.LG2023★ 40 cited
A Systematic Literature Review on Client Selection in Federated Learning
Carl Smestad, Jingyue Li
With the arising concerns of privacy within machine learning, federated learning (FL) was invented in 2017, in which the clients, such as mobile devices, train a model and send the…
cs.LG2019★ 55 cited
Testing and verification of neural-network-based safety-critical control software: A systematic literature review
Jin Zhang, Jingyue Li
Context: Neural Network (NN) algorithms have been successfully adopted in a number of Safety-Critical Cyber-Physical Systems (SCCPSs). Testing and Verification (T&V) of NN-based co…