The Linearized Alternating Direction Method of Multipliers for Dantzig Selector.

Xiangfeng Wang Xiaoming Yuan

Published in: SIAM J. Sci. Comput. (2012)

Keyphrases

alternating direction method of multipliers
convex optimization
total variation
matrix completion
image restoration and reconstruction
image restoration
denoising
image denoising
convex relaxation
minimization problems
computer vision
nearest neighbor
natural images
low rank
basis pursuit