Bootstrap selection of ridge regularization parameter: a comparative study via a simulation study.
M. Revan ÖzkaleHüsniye AltunerPublished in: Commun. Stat. Simul. Comput. (2023)
Keyphrases
- simulation study
- regularization parameter
- cross validation
- image restoration
- hyperparameters
- model selection
- noise variance
- regularization method
- regularization term
- support vector
- monte carlo
- regularization methods
- adaptive regularization
- regularized image restoration
- training set
- worst case
- pairwise
- decision trees
- generalized cross validation