[2005 ICML]integer linear programming inference for conditional random fields.pdf

[2005 IJCAI]learning and inference over constrained output.pdf

[2006 EMNLP]competitive generative models with structure learning for NLP classifiction tasks.pdf

[2007]Pegasos-primal estimated subgradient solver for svm.pdf

[2007]subgradient methods for structured prediction.pdf

[2008 ICML]training structural svms when exact inference is intractable.pdf

[2008 NIPS]strctured learning with approximate inference.pdf

[2009 ICML]polyhedral outer approximations with application to natural language parsing.pdf

[2009 machine learning]piecewise training for structured prediction.pdf

[2010 ICML]learning effieicently with approximate inference via dual losses.pdf

[2012 ICML]efficient decomposed learning for structured prediction.pdf