Coral Scharf

SLACE: A Monotone and Balance-Sensitive Loss Function for Ordinal Regression

Ordinal regression classifies an object to a class out of a given set of possible classes, where labels possess a natural order. It is relevant to a wide array of domains including risk assessment, sentiment analysis, image ranking, and recommender systems. Like common classification, the primary…