Xiao-Yang Liu

Communication-Efficient Federated Learning for Resource-Constrained Edge Devices

2023 · IEEE Transactions on Machine Learning in Communications and Networking

Federated learning (FL) is an emerging paradigm to train a global deep neural network (DNN) model by collaborative clients that store their private data locally through the coordination of a central server. A major challenge …