Large Margin Semi-supervised Learning.
Junhui WangXiaotong ShenPublished in: J. Mach. Learn. Res. (2007)
Keyphrases
- semi supervised learning
- labeled data
- semi supervised
- unlabeled data
- semi supervised classification
- text classification
- active learning
- supervised learning
- training data
- co training
- learning problems
- label propagation
- unsupervised learning
- machine learning
- transfer learning
- improve the classification accuracy
- graph based semi supervised learning
- domain adaptation
- learning algorithm
- support vector
- manifold regularization
- data points
- regularization framework
- semi supervised learning algorithms
- hyperplane
- training examples
- labeled and unlabeled data
- feature selection
- maximum margin
- prior knowledge
- class labels
- reinforcement learning
- decision trees
- unlabeled samples
- learning models
- supervised methods
- clustering algorithm
- learning tasks
- text mining