Delayed Momentum Aggregation: Communication-efficient Byzantine-robust Federated Learning with Partial Participation

Kaoru Otsuka, Yuki Takezawa, Makoto Yamada

Partial participation is essential for communication-efficient federated learning at scale, yet existing Byzantine-robust methods typically assume full client participation. In the…