A Differentiable Augmented Lagrangian Method for Bilevel Nonlinear Optimization.
Benoit LandryZachary ManchesterMarco PavonePublished in: CoRR (2019)
Keyphrases
- nonlinear optimization
- augmented lagrangian method
- convex optimization
- augmented lagrangian
- total variation
- optimization method
- objective function
- constrained optimization
- linear programming
- global convergence
- starting points
- constrained minimization
- bundle adjustment
- closed form solutions
- primal dual
- loss function
- image restoration
- denoising
- global optimum
- global search
- constrained optimization problems
- dynamic programming
- genetic algorithm
- closed form
- image denoising
- linear programming problems
- image enhancement
- multi view
- evolutionary algorithm
- image processing