Stochastic trust region inexact Newton method for large-scale machine learning.
Vinod Kumar ChauhanAnuj SharmaKalpana DahiyaPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- trust region
- newton method
- machine learning
- convergence analysis
- linear equations
- regularized least squares
- variational inequalities
- optimality conditions
- quadratic programming
- global convergence
- linear svm
- decision trees
- nonnegative matrix factorization
- learning algorithm
- learning models
- text classification
- nonlinear programming
- artificial neural networks
- feature space
- line search
- feature selection