Minimizing Uniformly Convex Functions by Cubic Regularization of Newton Method.
Nikita DoikovYurii E. NesterovPublished in: J. Optim. Theory Appl. (2021)
Keyphrases
- convex functions
- newton method
- variational inequalities
- convex sets
- regularized least squares
- primal dual
- convergence analysis
- optimality conditions
- linear program
- linear equations
- objective function
- linear svm
- quadratic programming
- piecewise linear
- regularization parameter
- regularization term
- nonlinear programming
- special case
- nonnegative matrix factorization
- reproducing kernel hilbert space
- convex optimization
- global convergence
- finite number
- loss function