Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems.
Mingyi HongZhi-Quan LuoMeisam RazaviyaynPublished in: ICASSP (2015)
Keyphrases
- convergence analysis
- stationary points
- alternating direction method of multipliers
- convex optimization
- optimization problems
- image restoration and reconstruction
- optimality conditions
- newton method
- learning algorithm
- image processing
- dynamic programming
- global optimization
- total variation
- mathematical programming
- nonlinear programming