Towards Quantifying Calibrated Uncertainty via Deep Ensembles in Multi-output Regression Task.
Sunwoong YangKwanjung YeePublished in: CoRR (2023)
Keyphrases
- regression model
- linear regression
- inherent uncertainty
- locally weighted
- ensemble methods
- gaussian processes
- random forests
- possibility theory
- regression analysis
- ensemble learning
- genetic algorithm
- neural network
- rbf network
- support vector regression
- uncertain data
- decision theory
- regression trees
- multi view
- simple linear
- input data