Wenjing Nie

Communication Efficient Federated Learning Based on Combination of Structural Sparsification and Hybrid Quantization Sensing

2023

Federated learning obtains the global model through the cooperative training of each participating device while protecting data privacy. However, the huge communication cost caused by each client sending complete model update becomes an important problem …