Large-Scale Semi-Supervised Learning.
Jason WestonPublished in: NATO ASI Mining Massive Data Sets for Security (2007)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- unsupervised learning
- label propagation
- co training
- training data
- active learning
- semi supervised classification
- manifold regularization
- learning problems
- domain adaptation
- real world
- improve the classification accuracy
- labeled examples
- semi supervised learning methods
- semi supervised learning algorithms
- graph based semi supervised learning
- labeled and unlabeled data
- pattern recognition
- metric learning
- regularization framework
- learning tasks
- transfer learning
- decision trees
- data sets