Semi-Bayesian active learning quadrature for estimating extremely low failure probabilities.
Chao DangMichael BeerPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- active learning
- learning strategies
- semi supervised
- probability distribution
- bayesian networks
- selective sampling
- experimental design
- transfer learning
- posterior distribution
- posterior probability
- learning algorithm
- labeled data
- maximum likelihood
- belief networks
- data driven
- training examples
- conditional probabilities
- bayesian inference
- supervised learning
- decision theory
- learning process
- sample selection
- expected loss
- pool based active learning