One Step Closer to Unbiased Aleatoric Uncertainty Estimation.
Wang ZhangZiwen Martin MaSubhro DasTsui-Wei Lily WengAlexandre MegretskiLuca DanielLam M. NguyenPublished in: AAAI (2024)
Keyphrases
- estimation process
- uncertain data
- neural network
- post processing
- estimation algorithm
- image processing
- uncertain information
- density estimation
- maximum likelihood estimation
- multi step
- preprocessing step
- inherent uncertainty
- estimation accuracy
- accurate estimation
- robust estimation
- estimation error
- parameter estimation
- expert systems
- decision making
- artificial intelligence