Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data.
Gideon S. MannAndrew McCallumPublished in: J. Mach. Learn. Res. (2010)
Keyphrases
- semi supervised learning
- weakly labeled data
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- machine learning
- active learning
- semi supervised classification
- supervised learning
- text categorization
- manifold regularization
- label propagation
- co training
- domain adaptation
- training data
- transfer learning
- semi supervised learning algorithms
- graph based semi supervised learning
- natural language
- domain specific
- semi supervised learning methods
- opinion detection
- prior knowledge