Fair Active Learning.
Hadis AnahidehAbolfazl AsudehSaravanan ThirumuruganathanPublished in: CoRR (2020)
Keyphrases
- active learning
- learning algorithm
- learning strategies
- random sampling
- pool based active learning
- databases
- selective sampling
- training examples
- supervised learning
- semi supervised
- machine learning
- batch mode active learning
- unlabeled data
- training set
- active learning strategies
- class imbalance
- semi supervised learning
- generalization error
- crowd sourced
- database
- annotation effort
- active learning framework
- genetic algorithm
- decision trees
- labeled data
- online learning
- text classification