Truncated regularized Newton method for convex minimizations.
Yingjie LiDong-Hui LiPublished in: Comput. Optim. Appl. (2009)
Keyphrases
- newton method
- regularized least squares
- strictly convex
- feasible set
- globally convergent
- online convex optimization
- risk minimization
- convergence analysis
- linear equations
- optimality conditions
- variational inequalities
- sparse representation
- reproducing kernel hilbert space
- least squares
- convex optimization
- linear svm
- nonlinear programming
- global convergence
- convex sets
- loss function
- objective function
- quadratic programming
- convex hull