Approximation of unbiased convex classification error rate estimator.
Mindaugas GvardinskasMinija TamosiunaitePublished in: Inf. Technol. Control. (2016)
Keyphrases
- convex functions
- maximum likelihood
- maximum likelihood estimator
- convex sets
- central limit theorem
- continuous functions
- approximation error
- convex optimization
- least squares
- convex hull
- approximation algorithms
- error estimates
- importance sampling
- piecewise constant
- neural network
- error bounds
- globally optimal
- convex relaxation
- level set
- data sets
- approximation methods
- error estimation
- image segmentation
- sparse approximation
- piecewise linear