Semi-supervised Kernel Logistic Regression and Its Extension to Active Learning Based on A-Optimality.
Yasutoshi YajimaTeppei SatoPublished in: ICDM Workshops (2007)
Keyphrases
- semi supervised
- kernel logistic regression
- active learning
- semi supervised learning
- labeled data
- unlabeled data
- gaussian process
- pairwise
- supervised learning
- pairwise constraints
- learning algorithm
- kernel learning
- training examples
- class imbalance
- labeled and unlabeled data
- incremental learning
- co training
- kernel machines
- cost sensitive
- low rank
- training set
- machine learning
- transfer learning
- linear combination
- learning process