Beijing University
Personalized Federated Learning Framework Enhances Fairness, Robustness, and Collaboration
Research from Beijing University of Technology has introduced a personalized federated learning framework, known as RPFed, which aims to improve fairness, robustness, and collaboration in data-driven decision-making processes. According to the study, RPFed utilizes blockchain technology and multifactor trust-based client selection to ensure secure model aggregation and mitigate potential biases.