Training parsers by inverse reinforcement learning
Structured prediction with reinforcement learning
Structured prediction by joint kernel support estimation
Generalized isotonic conditional random fields
Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning
Piecewise training for structured prediction
Guest editorial: special issue on structured prediction
Local procrustes for manifold embedding: a measure of embedding quality and embedding algorithms
Cutting-plane training of structural SVMs
Anytime classification for a pool of instances
Measuring classifier performance: a coherent alternative to the area under the ROC curve
Cluster-grouping: from subgroup discovery to clustering