AdaCN: An Adaptive Cubic Newton Method for Nonconvex Stochastic Optimization.
Yan LiuMaojun ZhangZhiwei ZhongXiangrong ZengPublished in: Comput. Intell. Neurosci. (2021)
Keyphrases
- stochastic optimization
- newton method
- globally convergent
- convergence analysis
- variational inequalities
- optimality conditions
- linear equations
- nonlinear programming
- regularized least squares
- multistage
- quadratic programming
- nonnegative matrix factorization
- linear svm
- robust optimization
- convex optimization
- global convergence
- optimization problems
- machine learning
- sensitivity analysis
- text categorization
- feature selection