Querying Easily Flip-flopped Samples for Deep Active Learning.
Seong Jin ChoGwangsu KimJunghyun LeeJinwoo ShinChang D. YooPublished in: ICLR (2024)
Keyphrases
- active learning
- sample selection
- representative samples
- training set
- learning strategies
- training examples
- stratified sampling
- selective sampling
- query language
- random sampling
- batch mode active learning
- data sets
- databases
- machine learning
- database
- crowd sourced
- efficient retrieval
- semi supervised
- sampling methods
- active sampling
- database querying
- learning algorithm
- experimental design
- database systems
- training data
- query processing
- training samples
- labeled data