Super-Universal Regularized Newton Method.
Nikita DoikovKonstantin MishchenkoYurii E. NesterovPublished in: SIAM J. Optim. (2024)
Keyphrases
- newton method
- regularized least squares
- quasi newton
- convergence analysis
- linear equations
- sparse representation
- variational inequalities
- optimality conditions
- quadratic programming
- linear svm
- reproducing kernel hilbert space
- nonnegative matrix factorization
- regularization term
- least squares
- objective function
- support vector regression
- logistic regression
- text categorization
- linear programming
- image classification