Author

Mayu Hiraishi

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Sep 2026

Geographically Regularized AUC-Maximizing Personalized Federated Learning

This work proposes geographically regularized AUC-maximizing personalized federated learning (GrAUC-PFL), which directly optimizes a smooth pairwise AUC surrogate to learn personalized models while keeping patient-level data local and accounting for institutional heterogeneity.

Mayu Hiraishi, Kensuke Tanioka, Toshio Shimokawa · 0 citations