Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction
Hal Daumé IIIDaniel MarcuPublished in: CoRR (2009)
Keyphrases
- structured prediction
- discriminative learning
- structured output
- structured learning
- maximum margin
- efficient learning
- reinforcement learning
- learning algorithm
- conditional random fields
- learning problems
- structured prediction problems
- latent variables
- supervised learning
- convex optimization
- support vector machine
- pairwise
- support vector