Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data.
Boaz NadlerNathan SrebroXueyuan ZhouPublished in: NIPS (2009)
Keyphrases
- unlabelled data
- semi supervised learning
- co training
- semi supervised
- supervised and unsupervised learning
- unlabeled data
- labeled data
- labelled data
- machine learning
- supervised learning
- unsupervised learning
- training data
- active learning
- learning problems
- pairwise
- text categorization
- learning models
- multi view
- text classification
- supervised learning algorithms
- learning algorithm
- maximum likelihood
- support vector
- training examples
- transfer learning
- similarity measure
- feature extraction