The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM.
Damek DavisBrent EdmundsMadeleine UdellPublished in: NIPS (2016)
Keyphrases
- image restoration and reconstruction
- global optimization
- globally convergent
- optimization problems
- stochastic optimization
- optimization algorithm
- convex functions
- nonlinear programming
- markov random field
- mathematical programming
- optimization process
- variational inequalities
- stochastic programming
- convex optimization
- stochastic search
- global convergence
- multi objective
- evolutionary algorithm
- linear programming
- objective function
- optimal control problems
- newton method
- optimization method
- particle swarm optimization
- constrained optimization
- genetic algorithm
- monte carlo
- sensitivity analysis