Spectral Transformation Approaches to Semi-supervised Learning.
Chonghai HuChengqun WangKangsheng LiuPublished in: FSKD (2) (2008)
Keyphrases
- semi supervised learning
- semi supervised
- labeled data
- semi supervised classification
- supervised learning
- unsupervised learning
- unlabeled data
- machine learning
- learning models
- graph transduction
- semi supervised learning methods
- semi supervised learning algorithms
- active learning
- manifold regularization
- co training
- label propagation
- graph based semi supervised learning
- learning problems
- labeled and unlabeled data
- discriminative models
- transfer learning
- domain adaptation
- improve the classification accuracy
- metric learning
- regularization framework
- text classification
- training data
- information retrieval