RingFed: Reducing Communication Costs in Federated Learning on Non-IID Data

no code implementations • 19 Jul 2021 • Guang Yang, Ke Mu, Chunhe Song, Zhijia Yang, Tierui Gong

Federated learning is a widely used distributed deep learning framework that protects the privacy of each client by exchanging model parameters rather than raw data.

Federated Learning