Simple, robust, scalable semi-supervised learning via expectation regularization.
Gideon S. MannAndrew McCallumPublished in: ICML (2007)
Keyphrases
- semi supervised learning
- semi supervised
- regularization framework
- unlabeled data
- manifold regularization
- labeled data
- supervised learning
- semi supervised classification
- multi view learning
- unsupervised learning
- co training
- graph based semi supervised learning
- machine learning
- learning problems
- active learning
- improve the classification accuracy
- transfer learning
- label propagation
- graph construction
- training data
- domain adaptation
- semi supervised clustering
- semi supervised learning methods
- data mining
- data dependent
- semi supervised learning algorithms
- data sets