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cs.LG2024
Use of Parallel Explanatory Models to Enhance Transparency of Neural Network Configurations for Cell Degradation Detection
David Mulvey, Chuan Heng Foh, Muhammad Ali Imran +1
In a previous paper, we have shown that a recurrent neural network (RNN) can be used to detect cellular network radio signal degradations accurately. We unexpectedly found, though,…
cs.LG2022★ 6 cited
Convergence Acceleration in Wireless Federated Learning: A Stackelberg Game Approach
Kaidi Wang, Yi Ma, Mahdi Boloursaz Mashhadi +3
This paper studies issues that arise with respect to the joint optimization for convergence time in federated learning over wireless networks (FLOWN). We consider the criterion and…