Querying Easily Flip-flopped Samples for Deep Active Learning.
Seong Jin ChoGwangsu KimJunghyun LeeJinwoo ShinChang D. YooPublished in: CoRR (2024)
Keyphrases
- active learning
- sample selection
- representative samples
- training set
- training examples
- selective sampling
- stratified sampling
- databases
- training samples
- learning algorithm
- query language
- learning strategies
- database
- semi supervised
- semi supervised learning
- data samples
- version space
- data model
- music emotion classification
- unlabeled data
- multimedia databases
- experimental design
- database querying
- active sampling
- query processing
- neural network
- batch mode active learning
- imbalanced data classification