Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum

Riccardo Zaccone, Sai Praneeth Karimireddy, Carlo Masone +1

Federated Learning (FL) has emerged as the state-of-the-art approach for learning from decentralized data in privacy-constrained scenarios.However, system and statistical challenge…