Rate-improved inexact augmented Lagrangian method for constrained nonconvex optimization.
Zichong LiPin-Yu ChenSijia LiuSongtao LuYangyang XuPublished in: AISTATS (2021)
Keyphrases
- augmented lagrangian method
- convex optimization
- augmented lagrangian
- lagrange multipliers
- global optimization
- optimization problems
- total variation
- constrained minimization
- total variation regularization
- alternating direction
- constrained optimization
- interior point methods
- nonlinear programming
- global convergence
- primal dual
- denoising
- image denoising
- optimization algorithm
- optimization methods
- objective function
- optimization method
- linear programming
- motion estimation
- multi objective
- multiresolution
- genetic algorithm