Safe semi-supervised learning: a brief introduction.
Yu-Feng LiDe-Ming LiangPublished in: Frontiers Comput. Sci. (2019)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- manifold regularization
- training data
- label propagation
- active learning
- semi supervised classification
- labeled examples
- co training
- learning models
- learning problems
- graph based semi supervised learning
- regularization framework
- improve the classification accuracy
- metric learning
- domain adaptation
- semi supervised learning methods
- data mining
- multi view
- transfer learning
- opinion detection
- semi supervised learning algorithms
- transductive support vector machine
- information retrieval
- unlabeled samples
- computer vision
- learning process
- labeled and unlabeled data
- prior knowledge