A Decentralized Federated Learning Framework via Committee Mechanism with Convergence Guarantee

Chunjiang Che, Xiaoli Li, Chuan Chen +2

Federated learning allows multiple participants to collaboratively train an efficient model without exposing data privacy. However, this distributed machine learning training metho…