H-FL: A Hierarchical Communication-Efficient and Privacy-Protected Architecture for Federated Learning

He Yang

The longstanding goals of federated learning (FL) require rigorous privacy guarantees and low communication overhead while holding a relatively high model accuracy. However, simult…