Clustering-Based Active Learning for CPSGrader.
Garvit JuniwalSakshi JainAlexandre DonzéSanjit A. SeshiaPublished in: L@S (2015)
Keyphrases
- active learning
- random sampling
- learning strategies
- selective sampling
- semi supervised
- training examples
- batch mode active learning
- imbalanced data classification
- experimental design
- learning algorithm
- supervised learning
- learning process
- labeled data
- online learning
- training set
- crowd sourced
- sample selection
- batch mode
- transfer learning
- relevance feedback
- class imbalance
- sample complexity
- search engine
- unlabeled data
- active learning strategies
- semi supervised learning
- pool based active learning
- genetic algorithm