On the quasi-optimal rules for the choice of the regularization parameter in case of a noisy operator.
Toomas RausUno HämarikPublished in: Adv. Comput. Math. (2012)
Keyphrases
- regularization parameter
- generalized cross validation
- image restoration
- cross validation
- worst case
- regularization methods
- regularization term
- solution path
- regularization method
- hyperparameters
- noise variance
- computational complexity
- model selection
- random sampling
- markov random field
- pairwise
- computer vision
- adaptive regularization