Adaptive semi-supervised learning on labeled and unlabeled data with different distributions.
Akinori FujinoNaonori UedaMasaaki NagataPublished in: Knowl. Inf. Syst. (2013)
Keyphrases
- semi supervised learning
- labeled and unlabeled data
- unlabeled data
- semi supervised
- labeled data
- supervised learning
- co training
- semi supervised classification
- unsupervised learning
- machine learning
- manifold regularization
- semi supervised learning algorithms
- labeled examples
- active learning
- graph laplacian
- text categorization
- regularization framework
- labeled training data
- text classification
- training data
- class labels
- semi supervised learning methods
- training examples
- learning tasks
- label propagation
- data sets
- feature extraction
- unlabeled samples
- learning environment
- prior knowledge
- decision boundary
- training set
- learning models
- learning problems