Nuclear Discrepancy for Active Learning.
Tom J. VieringJesse H. KrijtheMarco LoogPublished in: CoRR (2017)
Keyphrases
- active learning
- supervised learning
- training set
- training examples
- selective sampling
- learning strategies
- machine learning
- random sampling
- united states
- learning process
- unlabeled data
- music emotion classification
- pool based active learning
- query by committee
- active learning strategies
- batch mode
- labeled data
- relevance feedback
- semi supervised
- training data
- learning algorithm
- online learning
- generalization error
- experimental design
- pairwise
- sample selection
- information systems
- genetic algorithm
- databases