Active Learning with Oracle Epiphany.
Tzu-Kuo HuangLihong LiAra VartanianSaleema AmershiXiaojin ZhuPublished in: NIPS (2016)
Keyphrases
- active learning
- semi supervised
- oracle database
- selective sampling
- database administration
- labeled data
- random sampling
- database administrators
- learning strategies
- training examples
- machine learning
- experimental design
- imbalanced data classification
- relevance feedback
- cost sensitive
- batch mode active learning
- database management
- music emotion classification
- active learning strategies
- generalization error
- microsoft sql server
- online learning
- learning process
- information systems
- database
- unlabeled data
- supervised learning
- training set
- batch mode
- learning algorithm
- pool based active learning
- oracle database administration
- database design
- sample selection
- semi supervised learning
- database management systems
- object oriented
- databases