Interval Insensitive Loss for Ordinal Classification

Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác

Abstract: We address a problem of learning ordinal classifier from partially annotated examples. We introduce an interval-insensitive loss function to measure discrepancy between predictions of an ordinal cl...