Active Learning with Label Comparisons.
Gal YonaShay MoranGal ElidanAmir GlobersonPublished in: CoRR (2022)
Keyphrases
- active learning
- label noise
- active learning framework
- labeling effort
- unlabeled instances
- random sampling
- learning strategies
- class labels
- training set
- supervised learning
- active learner
- multi label
- semi supervised
- pool based active learning
- selective sampling
- learning algorithm
- labeled data
- training examples
- image labeling
- experimental design
- batch mode active learning
- machine learning
- label assignment
- music emotion classification
- label propagation
- generalization error
- unlabeled data
- image classification
- genetic algorithm
- multi label classification
- post hoc
- labeled examples
- active learning strategies
- query by committee
- semi supervised learning
- relevance feedback
- database