Momentum Approximation in Asynchronous Private Federated Learning

Tao Yu, Congzheng Song, Jianyu Wang +1

Asynchronous protocols have been shown to improve the scalability of federated learning (FL) with a massive number of clients. Meanwhile, momentum-based methods can achieve the bes…