Cardinality-Aware Set Prediction and Top-$k$ Classification

Corinna Cortes, Anqi Mao, Christopher Mohri +2

We present a detailed study of cardinality-aware top-$k$ classification, a novel approach that aims to learn an accurate top-$k$ set predictor while maintaining a low cardinality.…