Exploration vs. exploitation in active learning : A Bayesian approach.
Alexis BonduVincent LemaireMarc BoulléPublished in: IJCNN (2010)
Keyphrases
- active learning
- exploration exploitation
- active exploration
- exploration exploitation tradeoff
- learning strategies
- machine learning
- semi supervised
- learning algorithm
- active learning strategies
- selective sampling
- real time
- training examples
- random sampling
- learning process
- search capabilities
- batch mode active learning
- artificial intelligence
- exploration strategy
- search strategies
- crowd sourced
- pairwise
- semi supervised learning
- labeled data
- annotation effort
- online learning
- supervised learning
- music emotion classification