Jul 2026
SeAFed: Severity-Aware Client Ranking for Federated Learning in Healthcare
This work proposes SeAFed, a client ranking-based Federated Learning system designed for pathological non-IID environment, and finds that SeAFed achieves comparable accuracy while blackucing the resource consumption.
Nyasa, Anshita Gupta, Sudip Misra
· ACM Transactions on Computin... · 0 citations