Parallel Majorization Minimization with Dynamically Restricted Domains for Nonconvex Optimization.
Yan KaganovskyIkenna OdinakaDavid E. CarlsonLawrence CarinPublished in: AISTATS (2016)
Keyphrases
- global optimization
- optimization problems
- image restoration and reconstruction
- objective function
- nonlinear programming
- cross domain
- real world
- optimization algorithm
- convex optimization
- discrete optimization
- optimization method
- evolutionary algorithm
- massively parallel
- norm minimization
- image processing
- computer architecture
- parallel implementation
- constrained optimization
- parallel processing
- changing environment
- image segmentation
- linear programming
- quadratic programming
- decision trees
- lower bound
- stationary points
- efficient optimization
- genetic algorithm