Active Learning within Constrained Environments through Imitation of an Expert Questioner.
Kalesha BullardYannick SchroeckerSonia ChernovaPublished in: CoRR (2019)
Keyphrases
- active learning
- random sampling
- real world
- semi supervised
- experimental design
- active learning strategies
- reinforcement learning
- training set
- labeled data
- learning strategies
- expert knowledge
- human experts
- domain experts
- training examples
- dynamic environments
- learning algorithm
- transfer learning
- real time
- supervised learning
- expert advice
- pool based active learning
- imbalanced data classification
- music emotion classification