Convergence of the Gauss-Newton Method for Convex Composite Optimization under a Majorant Condition.
Orizon Pereira FerreiraMax L. N. GonçalvesP. Roberto OliveiraPublished in: SIAM J. Optim. (2013)
Keyphrases
- newton method
- globally convergent
- quasi newton
- convergence analysis
- global convergence
- strictly convex
- feasible set
- variational inequalities
- linear equations
- superlinear convergence
- quadratic programming
- regularized least squares
- optimality conditions
- line search
- optimization method
- sufficient conditions
- optimization methods
- convergence speed
- convergence rate
- step size
- nonlinear programming
- global optimum
- optimization algorithm
- nonnegative matrix factorization
- approximation methods
- linear svm
- convex hull
- convex optimization
- convex sets
- optimization problems
- online convex optimization
- training data