Active learning with biased non-response to label requests.
Thomas RobinsonNiek TaxRichard MuddIdo GuyPublished in: Data Min. Knowl. Discov. (2024)
Keyphrases
- active learning
- active learning framework
- label noise
- labeling effort
- active learner
- unlabeled instances
- semi supervised
- learning strategies
- machine learning
- random sampling
- minimax probability machine
- unlabeled data
- class labels
- labeled data
- selective sampling
- pool based active learning
- imbalanced data classification
- learning process
- rare class
- multi label classification
- binary images
- training examples
- semi supervised learning
- batch mode active learning
- relevance feedback
- learning algorithm