On Statistical Bias In Active Learning: How and When To Fix It.
Sebastian FarquharYarin GalTom RainforthPublished in: CoRR (2021)
Keyphrases
- active learning
- machine learning
- training examples
- learning process
- relevance feedback
- statistical analysis
- semi supervised
- supervised learning
- pool based active learning
- statistical approaches
- information theoretic
- transfer learning
- data driven
- trade off
- support vector
- learning strategies
- e learning
- learning algorithm
- cost sensitive
- random sampling
- statistical inference
- neural network
- real time