In December 2014, just in time for NIPS, MIT Press released an edited volume on structured prediction models and their applications in natural language processing, computer vision, and computational biology.

Advanced Structured Prediction, Editors Sebastian Nowozin, Peter V. Gehler, Jeremy Jancsary, Christoph H. Lampert, (MIT Press, Amazon)

The volume offers …