On convergence of the Gauss-Newton method for convex composite optimization.
Chong LiXinghua WangPublished in: Math. Program. (2002)
Keyphrases
- newton method
- globally convergent
- quasi newton
- global convergence
- convergence analysis
- strictly convex
- feasible set
- variational inequalities
- superlinear convergence
- regularized least squares
- linear equations
- quadratic programming
- optimality conditions
- optimization methods
- linear svm
- optimization method
- convergence speed
- global optimum
- line search
- convergence rate
- online convex optimization
- nonnegative matrix factorization
- convex sets
- genetic algorithm
- convex hull
- step size
- feature selection