Cost-Accuracy Aware Adaptive Labeling for Active Learning.
Ruijiang GaoMaytal Saar-TsechanskyPublished in: AAAI (2020)
Keyphrases
- active learning
- active learning strategies
- annotation effort
- labeling effort
- cost sensitive
- random selection
- semi supervised
- high accuracy
- classification accuracy
- learning algorithm
- random sampling
- selective sampling
- error rate
- machine learning
- total cost
- selection strategies
- supervised learning
- training set
- computational cost
- generalization error
- cost sensitive learning
- learning process