Convergence Analysis of the Generalized Alternating Direction Method of Multipliers with Logarithmic-Quadratic Proximal Regularization.
Min LiXinxin LiXiaoming YuanPublished in: J. Optim. Theory Appl. (2015)
Keyphrases
- convergence analysis
- alternating direction method of multipliers
- image restoration and reconstruction
- global convergence
- convex optimization
- optimality conditions
- approximation methods
- pairwise
- global optimum
- matrix completion
- objective function
- nonlinear programming
- worst case
- computational complexity
- reinforcement learning
- total variation
- markov random field
- semi supervised