Diversifying Convex Transductive Experimental Design for Active Learning.
Lei ShiYi-Dong ShenPublished in: IJCAI (2016)
Keyphrases
- experimental design
- active learning
- unlabeled data
- semi supervised
- labeled data
- uncertainty sampling
- semi supervised learning
- experimental designs
- learning algorithm
- supervised learning
- text classification
- random sampling
- query by committee
- sample size
- support vector
- machine learning
- empirical studies
- online learning
- learning process
- learning strategies
- transfer learning
- class imbalance
- data sets
- distance learning
- feature selection
- multi class
- cost sensitive
- objective function