Active Learning for Regression Based on Query by Committee.
Robert BurbidgeJem J. RowlandRoss D. KingPublished in: IDEAL (2007)
Keyphrases
- query by committee
- active learning
- random sampling
- supervised learning
- sample complexity
- uncertainty sampling
- machine learning
- generalization error
- learning algorithm
- training set
- training examples
- learning strategies
- semi supervised
- experimental design
- semi supervised learning
- labeled data
- theoretical analysis
- learning problems
- unlabeled data
- special case
- support vector