Constrained Least Squares Regression for Semi-Supervised Learning.
Bo LiuLiping JingJian YuJia LiPublished in: PAKDD (2) (2014)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- training data
- semi supervised classification
- machine learning
- label propagation
- supervised learning
- learning models
- manifold regularization
- learning problems
- graph based semi supervised learning
- active learning
- semi supervised learning algorithms
- transfer learning
- co training
- domain adaptation
- graph construction
- multi view
- metric learning
- improve the classification accuracy
- opinion detection
- semi supervised learning methods
- pattern recognition
- decision trees