Active learning via transductive experimental design.
Kai YuJinbo BiVolker TrespPublished in: ICML (2006)
Keyphrases
- experimental design
- active learning
- semi supervised
- unlabeled data
- labeled data
- uncertainty sampling
- semi supervised learning
- supervised learning
- experimental designs
- random sampling
- learning algorithm
- machine learning
- empirical studies
- learning strategies
- sample size
- support vector
- online learning
- text classification
- training examples
- learning process
- upper bound
- query by committee