Active learning with biased non-response to label requests.
Thomas RobinsonNiek TaxRichard MuddIdo GuyPublished in: CoRR (2023)
Keyphrases
- active learning
- label noise
- active learning framework
- labeling effort
- unlabeled instances
- machine learning
- semi supervised
- random sampling
- labeled data
- class labels
- multi label
- selective sampling
- learning strategies
- training examples
- unlabeled data
- data mining
- image labeling
- semi supervised learning
- supervised learning
- image segmentation
- cost sensitive
- label propagation
- batch mode
- learning process
- high quality
- pool based active learning
- generalization error
- query by committee