Improving Generalization with Active Learning.
David A. CohnLes E. AtlasRichard E. LadnerPublished in: Mach. Learn. (1994)
Keyphrases
- active learning
- machine learning
- learning strategies
- semi supervised
- imbalanced data classification
- selective sampling
- training set
- computer vision
- random sampling
- learning process
- lower bound
- multiscale
- supervised learning
- online learning
- semi supervised learning
- unlabeled data
- transfer learning
- learning machines
- learning algorithm
- data mining