Density-Softmax: Scalable and Distance-Aware Uncertainty Estimation under Distribution Shifts.
Ha Manh BuiAnqi LiuPublished in: CoRR (2023)
Keyphrases
- density distribution
- probability density
- density function
- density estimation
- kullback leibler distance
- probability distribution
- distance measure
- probability measure
- uncertain data
- euclidean distance
- estimation algorithm
- measurement error
- beta distribution
- density estimators
- kl divergence
- robust estimation
- decision theory
- web scale
- minimum distance
- distance metric
- maximum likelihood estimation
- parametric models
- distance function
- parameter estimation
- inherent uncertainty
- spatial coordinates
- kernel density
- distance transform