A second order cone programming approach for semi-supervised learning.
Gao HuangShiji SongJatinder N. D. GuptaCheng WuPublished in: Pattern Recognit. (2013)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- convex optimization
- semi supervised classification
- manifold regularization
- learning problems
- machine learning
- supervised learning
- co training
- unsupervised learning
- labeled examples
- semi supervised learning algorithms
- semi supervised learning methods
- active learning
- training data
- learning models
- label propagation
- domain adaptation
- regularization framework
- semidefinite programming
- improve the classification accuracy
- graph based semi supervised learning
- metric learning
- multi view learning
- data mining
- transfer learning
- feature extraction