Liguo Shen

OledFL: Unleashing the Potential of Decentralized Federated Learning via Opposite Lookahead Enhancement

2024 · arXiv (Cornell University)

Decentralized Federated Learning (DFL) surpasses Centralized Federated Learning (CFL) in terms of faster training, privacy preservation, and light communication, making it a promising alternative in the field of federated learning. However, DFL still exhibits significant …