ALEVS: Active Learning by Statistical Leverage Sampling.
Cem OrhanÖznur TastanPublished in: CoRR (2015)
Keyphrases
- active learning
- random sampling
- sample selection
- sampling strategies
- sampling algorithm
- hypothesis testing
- learning strategies
- selective sampling
- training examples
- active sampling
- learning algorithm
- statistical analysis
- information theoretic
- neural network
- sample size
- stratified sampling
- statistical models
- statistical methods
- machine learning
- imbalanced data classification
- active learning strategies
- sampling methods
- parameter space
- transfer learning
- monte carlo
- relevance feedback
- semi supervised
- image retrieval
- decision trees
- data mining