Conghui Tan

Central Server Free Federated Learning over Single-sided Trust Social Networks

2019 · arXiv (Cornell University)

Federated learning has become increasingly important for modern machine learning, especially for data privacy-sensitive scenarios. Existing federated learning mostly adopts the central server-based architecture or centralized architecture. However, in many social network scenarios, centralized federated …