Supervised Self-taught Learning: Actively transferring knowledge from unlabeled data.
Kaizhu HuangZenglin XuIrwin KingMichael R. LyuColin CampbellPublished in: IJCNN (2009)
Keyphrases
- unlabeled data
- learning algorithm
- semi supervised
- active learning
- supervised learning
- labeled and unlabeled data
- labeled data
- semi supervised learning
- co training
- transferring knowledge
- unsupervised learning
- learning problems
- learning process
- positive examples
- supervised and semi supervised
- domain adaptation
- transfer learning
- prior knowledge
- text classification
- learning tasks
- training set
- training data
- text categorization
- machine learning
- multitask learning
- pairwise
- data points