A Survey of Deep Active Learning.
Pengzhen RenYun XiaoXiaojun ChangPo-Yao HuangZhihui LiXiaojiang ChenXin WangPublished in: CoRR (2020)
Keyphrases
- active learning
- random sampling
- semi supervised
- learning algorithm
- cost sensitive
- learning strategies
- training examples
- labeled data
- online learning
- supervised learning
- learning process
- relevance feedback
- imbalanced data classification
- unlabeled data
- machine learning
- deep learning
- experimental design
- active learning strategies
- labeling effort
- deep architectures
- database
- music emotion classification
- class imbalance
- multi class
- training set
- case study
- databases