Uncertainty Quantification Metrics for Deep Regression.
Simon Kristoffersson LindZiliang XiongPer-Erik ForssénVolker KrügerPublished in: CoRR (2024)
Keyphrases
- regression model
- model selection
- support vector
- locally weighted
- polynomial regression
- regression algorithm
- linear regression
- uncertain data
- evaluation metrics
- similarity metrics
- quantitative evaluation
- inherent uncertainty
- regression function
- regression analysis
- gaussian processes
- incomplete information
- genetic programming
- high dimensional