Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation.
Ryan-Rhys GriffithsMiguel Garcia-OrtegonAlexander A. AldrickAlpha A. LeePublished in: CoRR (2019)
Keyphrases
- dempster shafer
- decision theory
- bayesian networks
- conditional probabilities
- maximum likelihood
- high robustness
- uncertain data
- decision making
- linear discriminant analysis
- posterior probability
- linear model
- bayesian estimation
- artificial intelligence
- computational efficiency
- data driven
- face recognition
- uncertain information