FaRSA for ℓ1-regularized convex optimization: local convergence and numerical experience.
Tianyi ChenFrank E. CurtisDaniel P. RobinsonPublished in: Optim. Methods Softw. (2018)
Keyphrases
- convex optimization
- alternating direction
- norm minimization
- operator splitting
- total variation
- interior point methods
- augmented lagrangian
- convex programming
- primal dual
- convex formulation
- convex optimization problems
- low rank
- convex relaxation
- least squares
- interior point
- trace norm
- image restoration
- global convergence
- image denoising
- low rank matrix
- denoising
- alternating direction method of multipliers
- image processing