Low-Regret Active learning.
Cenk BaykalLucas LiebenweinDan FeldmanDaniela RusPublished in: CoRR (2021)
Keyphrases
- active learning
- online learning
- lower bound
- semi supervised
- training set
- learning algorithm
- imbalanced data classification
- supervised learning
- upper bound
- relevance feedback
- least squares
- worst case
- pairwise
- unlabeled data
- training examples
- transfer learning
- experimental design
- selective sampling
- confidence bounds
- machine learning