Structured Prediction in NLP: Dual Decomposition and Structured Sparsity

Structured Prediction Models for High-level Computer Vision Tasks

Structured Prediction Models in Computer Vision – and – Efficient Convex Relaxation of Mixture Regression with Application to Motion

Practical Learning Algorithms for Structured Prediction

Discriminative Graphical Models for Structured Data Prediction

A Large-Margin Framework for Learning Structured Prediction Models

Structured Probabilistic Models for Computational Social Science

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Efficient Inference and Learning for Structured Models