A Unified Approach on Active Learning Dual Supervision.
Adrian ChriswantoHsing-Kuo PaoYuh-Jye LeePublished in: IJCNN (2019)
Keyphrases
- active learning
- machine learning
- learning strategies
- semi supervised
- training examples
- random sampling
- learning algorithm
- supervised learning
- labeled data
- unlabeled data
- training set
- learning process
- pool based active learning
- imbalanced data classification
- annotation effort
- active learning strategies
- selective sampling
- generalization error
- cost sensitive
- experimental design
- sample complexity
- primal dual
- transfer learning
- databases
- semi supervised learning
- case study