A Survey of Deep Active Learning.
Pengzhen RenYun XiaoXiaojun ChangPo-Yao HuangZhihui LiBrij B. GuptaXiaojiang ChenXin WangPublished in: ACM Comput. Surv. (2022)
Keyphrases
- active learning
- machine learning
- learning algorithm
- selective sampling
- experimental design
- random sampling
- training set
- supervised learning
- labeled data
- learning strategies
- unlabeled data
- semi supervised
- music emotion classification
- learning process
- relevance feedback
- semi supervised learning
- recommender systems
- annotation effort
- deep architectures
- sample selection
- search engine
- batch mode
- deep learning
- information systems
- class imbalance
- decision trees
- transfer learning
- image sequences
- training examples
- learning environment
- data sets