Adaptive Regularization of Weight Vectors.
Koby CrammerAlex KuleszaMark DredzePublished in: NIPS (2009)
Keyphrases
- adaptive regularization
- weight vector
- parameter selection
- learning rate
- super resolution
- image deblurring
- total variation
- linear combination
- hyperplane
- regularization parameter
- blind image deconvolution
- loss function
- support vector machine
- regularization term
- objective function
- image restoration
- principal components
- denoising
- feature values
- learning algorithm
- model selection
- small number
- wavelet transform
- cost function
- pairwise
- feature extraction