Sharp Bounds for Sequential Federated Learning on Heterogeneous Data

Yipeng Li, Xinchen Lyu

There are two paradigms in Federated Learning (FL): parallel FL (PFL), where models are trained in a parallel manner across clients, and sequential FL (SFL), where models are train…