Tikhonov or Lasso Regularization: Which Is Better and When.
Fei WangSanjay ChawlaWei LiuPublished in: ICTAI (2013)
Keyphrases
- regularization parameter
- regularization methods
- tikhonov regularization
- image restoration
- regularization term
- cross validation
- regularization method
- group lasso
- elastic net
- hyperparameters
- edge preserving
- variable selection
- model selection
- learning algorithm
- linear regression
- sparse representation
- support vector
- feature selection