Learning Classifiers on Positive and Unlabeled Data with Policy Gradient

Tianyu Li, Chien-Chih Wang, Yukun Ma +4

Existing algorithms aiming to learn a binary classifier from positive (P) and unlabeled (U) data generally require estimating the class prior or label noises ahead of building a cl…