Improved Active Learning via Dependent Leverage Score Sampling.
Atsushi ShimizuXiaoou ChengChristopher MuscoJonathan WearePublished in: CoRR (2023)
Keyphrases
- active learning
- random sampling
- sample selection
- sampling strategies
- selective sampling
- active sampling
- training set
- sampling algorithm
- learning strategies
- training examples
- sampling strategy
- sampling methods
- improved algorithm
- sample size
- supervised learning
- semi supervised
- imbalanced data classification
- rare class
- data sets
- semi supervised learning
- case study
- information systems
- neural network