Search Results for author: Wenchao Xia

Found 2 papers, 1 papers with code

Multi-Armed Bandit Based Client Scheduling for Federated Learning

1 code implementation5 Jul 2020 Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, Hongbo Zhu

In each communication round of FL, the clients update local models based on their own data and upload their local updates via wireless channels.

Federated Learning Scheduling

Model-Driven Beamforming Neural Networks

no code implementations15 Jan 2020 Wenchao Xia, Gan Zheng, Kai-Kit Wong, Hongbo Zhu

We also offer enhancement methods such as training-set augmentation and transfer learning in order to improve the generality of BNNs, accompanied by computer simulation results and testbed results showing the performance of such BNN solutions.

Transfer Learning

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