tau-FPL: Tolerance-Constrained Learning in Linear Time

Ao Zhang, Nan Li, Jian Pu +3

Learning a classifier with control on the false-positive rate plays a critical role in many machine learning applications. Existing approaches either introduce prior knowledge depe…