Active Learning by Query by Committee with Robust Divergences.
Hideitsu HinoShinto EguchiPublished in: CoRR (2022)
Keyphrases
- active learning
- query by committee
- random sampling
- supervised learning
- uncertainty sampling
- sample complexity
- experimental design
- machine learning
- generalization error
- cost sensitive
- learning strategies
- learning algorithm
- training set
- training examples
- unlabeled data
- sample size
- transfer learning
- semi supervised learning
- labeled data
- semi supervised
- pairwise
- data sets