Optimal design of regularization term and regularization parameter by subspace information criterion.

Masashi Sugiyama Hidemitsu Ogawa

Published in: Neural Networks (2002)

Keyphrases

optimal design
regularization parameter
regularization term
image restoration
cross validation
hyperparameters
adaptive regularization
model selection
super resolution
bayesian inference
machine learning
em algorithm
total variation
input image
upper bound
video sequences
computer vision
restored image