Extended Regularization Methods for Nonconvergent Model Selection.
William FinnoffFerdinand HergertHans-Georg ZimmermannPublished in: NIPS (1992)
Keyphrases
- model selection
- regularization methods
- cross validation
- regularization parameter
- hyperparameters
- regularization method
- edge preserving
- parameter estimation
- total variation
- sample size
- regression model
- model selection criteria
- machine learning
- mixture model
- inverse problems
- gaussian process
- variable selection
- motion segmentation
- kernel matrix
- image restoration
- feature selection
- statistical inference
- posterior distribution
- iterative methods
- graphical models