On Statistical Bias In Active Learning: How and When to Fix It.
Sebastian FarquharYarin GalTom RainforthPublished in: ICLR (2021)
Keyphrases
- active learning
- statistical analysis
- data driven
- information theory
- machine learning
- semi supervised
- supervised learning
- learning strategies
- data sets
- active learning strategies
- statistical information
- random sampling
- transfer learning
- imbalanced data classification
- pool based active learning
- statistical data
- statistical methods
- information theoretic
- statistical models
- labeled data
- neural network