Structured Prediction via the Extragradient Method

Taskar, Ben, Lacoste-Julien, Simon, Jordan, Michael I.

Neural Information Processing Systems 

We present a simple and scalable algorithm for large-margin estimation of structured models, including an important Class of Markov networks and combinatorial models.

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