Tractable Semi-supervised Learning of Complex Structured Prediction Models.
Kai-Wei ChangS. SundararajanS. Sathiya KeerthiPublished in: ECML/PKDD (3) (2013)
Keyphrases
- semi supervised learning
- structured prediction
- semi supervised
- unlabeled data
- learning models
- supervised learning
- discriminative models
- labeled data
- maximum margin
- unsupervised learning
- conditional random fields
- machine learning
- efficient learning
- co training
- active learning
- text categorization
- transfer learning
- learning problems
- probabilistic model
- markov networks
- machine learning algorithms
- latent variables
- convex optimization
- approximate inference
- feature space
- pattern recognition
- decision trees
- data sets