Stochastic Cubic Regularization for Fast Nonconvex Optimization.
Nilesh TripuraneniMitchell SternChi JinJeffrey RegierMichael I. JordanPublished in: CoRR (2017)
Keyphrases
- optimization problems
- image restoration and reconstruction
- global optimization
- stochastic optimization
- nonlinear programming
- optimization algorithm
- objective function
- stochastic search
- stochastic programming
- optimization methods
- kernel machines
- convex optimization
- constrained optimization
- regularization parameter
- penalty function
- optimization method
- evolutionary algorithm
- risk minimization
- deterministic annealing
- convex optimization problems
- image processing