Beyond Disagreement-Based Agnostic Active Learning.
Chicheng ZhangKamalika ChaudhuriPublished in: NIPS (2014)
Keyphrases
- active learning
- training examples
- learning process
- selective sampling
- training set
- semi supervised
- learning algorithm
- learning strategies
- supervised learning
- unlabeled data
- semi supervised learning
- online learning
- pool based active learning
- generalization error
- machine learning
- small number
- random sampling
- query by committee
- labeled data
- relevance feedback
- website
- information systems
- transfer learning
- artificial intelligence
- active learning strategies
- data mining