arXiv cs.LG
· Papers
Generalized Distribution-Free Semi-Supervised Learning with Risk Rewrite
arXiv:2607.11947v1 Announce Type: new Abstract: 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 it