A divide-and-conquer approach to geometric sampling for active learning.
Xiaofeng CaoPublished in: Expert Syst. Appl. (2020)
Keyphrases
- active learning
- random sampling
- sampling strategies
- active sampling
- selective sampling
- sample selection
- sampling methods
- sampling algorithm
- machine learning
- learning algorithm
- pool based active learning
- stratified sampling
- geometric constraints
- sample size
- learning strategies
- semi supervised
- training set
- parameter space
- geometric structure
- experimental design
- geometric information
- training examples
- labeled data
- exploration exploitation
- generalization error
- transfer learning
- imbalanced class distribution
- e learning