A Unified Approach to Adaptive Regularization in Online and Stochastic Optimization.

Vineet Gupta Tomer Koren Yoram Singer

Published in: CoRR (2017)

Keyphrases

stochastic optimization
adaptive regularization
parameter selection
multistage
super resolution
image deblurring
total variation
regularization parameter
image restoration
support vector
cross validation
closed form
blind image deconvolution
robust optimization
computer vision
maximum likelihood
high quality