Yushi Hirose

Generalized Distribution-Free Semi-Supervised Learning with Risk Rewrite

Typical semi-supervised learning (SSL) methods rely on distributional assumptions, and their performance degrades when these are violated. While PNU learning, a risk rewriting method, offers a distribution-free alternative, it is restricted to binary classification and its variance optimality remains unclear. In this p...