Cubic Regularization with Momentum for Nonconvex Optimization.
Zhe WangYi ZhouYingbin LiangGuanghui LanPublished in: UAI (2019)
Keyphrases
- image restoration and reconstruction
- global optimization
- optimization problems
- nonlinear programming
- optimization algorithm
- evolutionary algorithm
- stochastic gradient descent
- objective function
- convex optimization
- optimization method
- markov random field
- deterministic annealing
- prior information
- constrained optimization
- kernel machines
- lagrange multipliers
- regularization method
- risk minimization
- globally convergent
- neural network