Efficient and Reliable Overlay Networks for Decentralized Federated Learning

Yifan Hua, Kevin Miller, Andrea L. Bertozzi +2

We propose near-optimal overlay networks based on $d$-regular expander graphs to accelerate decentralized federated learning (DFL) and improve its generalization. In DFL a massive…