Predict and Constrain: Modeling Cardinality in Deep Structured Prediction

Nataly Brukhim, Amir Globerson

Abstract: Many machine learning problems require the prediction of multi-dimensional labels. Such structured prediction models can benefit from modeling dependencies between labels. Recently, several deep le...