Instance-Dependent PU Learning by Bayesian Optimal Relabeling

Fengxiang He, Tongliang Liu, Geoffrey I Webb +1

When learning from positive and unlabelled data, it is a strong assumption that the positive observations are randomly sampled from the distribution of $X$ conditional on $Y=1$,…