Consistent Structured Prediction with Max-Min Margin Markov Networks

Alex Nowak, Francis R. Bach, Alessandro Rudi

Abstract: Max-margin methods for binary classification such as the support vector machine (SVM) have been extended to the structured prediction setting under the name of max-margin Markov networks ($M^3N$), ...