Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric

Yongchan Kwon, Wonyoung Kim, Masashi Sugiyama +1

We consider the problem of learning a binary classifier from only positive and unlabeled observations (called PU learning). Recent studies in PU learning have shown superior perfor…