Local Convergence of Approximate Newton Method for Two Layer Nonlinear Regression.
Zhihang LiZhao SongZifan WangJunze YinPublished in: CoRR (2023)
Keyphrases
- newton method
- nonlinear regression
- quasi newton
- convergence analysis
- global convergence
- linear regression
- regularized least squares
- support vector regression
- linear equations
- optimality conditions
- support vector machine
- convergence rate
- variational inequalities
- convergence speed
- regression method
- linear svm
- quadratic programming
- regression problems
- nonnegative matrix factorization
- machine learning
- global optimum
- least squares
- lower level
- feature space
- support vector
- feature selection
- learning algorithm