Semi-Supervised Learning with Declaratively Specified Entropy Constraints.
Haitian SunWilliam W. CohenLidong BingPublished in: CoRR (2018)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- semi supervised clustering
- supervised learning
- machine learning
- labeled data
- learning problems
- semi supervised classification
- active learning
- co training
- unsupervised learning
- manifold regularization
- training data
- graph based semi supervised learning
- transfer learning
- pairwise constraints
- improve the classification accuracy
- constrained clustering
- labeled and unlabeled data
- regularization framework
- label propagation
- labeled examples
- transductive support vector machine
- multi view learning
- information retrieval
- learning models
- multi view
- semi supervised learning algorithms
- text classification
- pairwise
- pair wise constraints
- opinion detection