Dennis Shasha

Positive-Unlabeled Learning in the Face of Labeling Bias

2015

Positive-Unlabeled (PU) learning scenarios are a class of semi-supervised learning where only a fraction of the data is labeled, and all available labels are positive. The goal is to assign correct (positive and negative) labels …