Bias-Aware Heapified Policy for Active Learning.
Wen-Yen ChangWen-Huan ChiangShao-Hao LuTingfan WuMin SunPublished in: CoRR (2019)
Keyphrases
- active learning
- optimal policy
- random sampling
- learning strategies
- training examples
- infinite horizon
- learning algorithm
- annotation effort
- semi supervised
- supervised learning
- selective sampling
- unlabeled data
- machine learning
- training set
- neural network
- cost sensitive
- active learning strategies
- batch mode active learning
- markov decision process
- imbalanced class distribution
- inductive bias
- transfer learning
- policy making
- control policy
- experimental design
- semi supervised learning
- learning process
- data mining