Efficient Algorithms for Max-Margin Structured Classification

We present a general and e!cien t optimization methodology for max-margin structured classification tasks. The e!ciency of the method relies on the interplay of several techniques: formulation of the structured support vector machine or maxmargin Markov problem as an optimization problem; marginaliz... View More