Safe semi-supervised learning based on weighted likelihood.
Masanori KawakitaJun'ichi TakeuchiPublished in: Neural Networks (2014)
Keyphrases
- semi supervised learning
- semi supervised
- labeled data
- unlabeled data
- unsupervised learning
- semi supervised classification
- supervised learning
- training data
- label propagation
- maximum likelihood
- labeled examples
- machine learning
- semi supervised learning algorithms
- transfer learning
- co training
- manifold regularization
- learning problems
- improve the classification accuracy
- active learning
- graph based semi supervised learning
- pattern recognition
- labeled and unlabeled data
- regularization framework
- semi supervised learning methods
- graph transduction
- graph construction
- metric learning
- class labels
- text classification
- learning process
- reinforcement learning
- decision trees