Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions.
Eoin DelaneyDerek GreeneMark T. KeanePublished in: CoRR (2021)
Keyphrases
- detection algorithm
- joint detection
- false positives
- detection method
- false alarms
- estimation algorithm
- object detection
- detection rate
- detection accuracy
- preference criteria
- frequency analysis
- maximum likelihood estimator
- orientation estimation
- estimation process
- decision theory
- probability density
- spatial distribution
- automatic detection
- benchmark problems
- random variables
- density distribution
- probability distribution
- evolutionary algorithm