MixPUL: Consistency-based Augmentation for Positive and Unlabeled Learning

Tong Wei, Feng Shi, Hai Wang +1

Learning from positive and unlabeled data (PU learning) is prevalent in practical applications where only a couple of examples are positively labeled. Previous PU learning studies…