Prediction-Oriented Bayesian Active Learning.
Freddie Bickford SmithAndreas KirschSebastian FarquharYarin GalAdam FosterTom RainforthPublished in: AISTATS (2023)
Keyphrases
- active learning
- prediction accuracy
- prediction algorithm
- machine learning
- training set
- prediction error
- bayesian networks
- bayesian learning
- prediction model
- learning strategies
- imbalanced data classification
- selective sampling
- decision theory
- posterior probability
- transfer learning
- maximum likelihood
- genetic algorithm
- data sets
- training examples
- unlabeled data
- bayesian estimation
- decision trees
- bayesian decision
- data mining