Guest editorial: special issue on structured prediction

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning

Large Margin Methods for Structured and Interdependent Output Variables

The Journal of Machine Learning Research

Learning as search optimization: approximate large margin methods for structured prediction

ICML '05 Proceedings of the 22nd international conference on Machine learning

Predicting Structured Data (Neural Information Processing)

Predicting Structured Data (Neural Information Processing)

Incorporating prior knowledge in support vector machines for classification: A review

Neurocomputing

Search-based structured prediction

Machine Learning

Structured prediction with reinforcement learning

Machine Learning

Structured prediction by joint kernel support estimation

Machine Learning

Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning

Machine Learning

Piecewise training for structured prediction

Machine Learning

Generalized isotonic conditional random fields

Machine Learning

Training parsers by inverse reinforcement learning

Machine Learning