Constrained Semi-supervised Learning in the Presence of Unanticipated Classes.
Bhavana Bharat DalviPublished in: SIGIR Forum (2015)
Keyphrases
- semi supervised learning
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- unsupervised learning
- semi supervised classification
- label propagation
- class labels
- training data
- active learning
- manifold regularization
- co training
- labeled samples
- learning problems
- graph based semi supervised learning
- semi supervised learning methods
- improve the classification accuracy
- learning models
- domain adaptation
- labeled examples
- semi supervised learning algorithms
- machine learning
- regularization framework
- labeled and unlabeled data
- transfer learning
- feature selection
- graph transduction
- metric learning