Universal Active Learning via Conditional Mutual Information Minimization.
Shachar ShayovitzMeir FederPublished in: IEEE J. Sel. Areas Inf. Theory (2021)
Keyphrases
- cost sensitive
- active learning
- conditional mutual information
- mutual information
- supervised learning
- random sampling
- selection criterion
- objective function
- learning algorithm
- training set
- semi supervised
- selective sampling
- labeled data
- semi supervised learning
- learning strategies
- image registration
- relevance feedback
- transfer learning
- machine learning
- experimental design
- active learning strategies
- genetic algorithm
- learning tasks
- batch mode
- feature extraction
- feature selection
- pool based active learning