A Comparative Survey of Deep Active Learning.
Xueying ZhanQingzhong WangKuan-Hao HuangHaoyi XiongDejing DouAntoni B. ChanPublished in: CoRR (2022)
Keyphrases
- active learning
- learning algorithm
- experimental design
- random sampling
- music emotion classification
- semi supervised
- transfer learning
- machine learning
- batch mode
- learning strategies
- supervised learning
- training set
- unlabeled data
- training examples
- learning process
- selective sampling
- annotation effort
- pool based active learning
- data collection
- labeled data
- relevance feedback
- class imbalance
- comparative analysis
- reinforcement learning
- batch mode active learning
- neural network