Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing.
Jaroslaw BlasiokPreetum NakkiranPublished in: ICLR (2024)
Keyphrases
- kernel function
- kernel methods
- highly reliable
- reliability analysis
- feature space
- neural network
- failure rate
- nonparametric regression
- openings and closings
- kernel space
- image smoothing
- kernel regression
- kernel matrix
- support vector
- image processing
- kernel density estimation
- diffusion equation
- kernel machines
- positive definite
- piecewise smooth
- input space
- similarity function
- face recognition
- smoothing algorithm
- homogeneous areas
- learning algorithm