Kensuke Tanioka

SEP 8, 2026 · PREPRINT

Geographically Regularized AUC-Maximizing Personalized Federated Learning

arXiv

This is a methodological paper proposing a novel federated learning algorithm with simulations and one real-data application, lacking clinical validation, prospective evaluation, or comparison to established diagnostic standards.