Unit stepsize for the Newton method close to critical solutions.
Andreas FischerAlexey F. IzmailovMikhail V. SolodovPublished in: Math. Program. (2021)
Keyphrases
- quasi newton
- newton method
- step size
- convergence analysis
- convergence rate
- linear equations
- regularized least squares
- optimality conditions
- optimal solution
- optimization methods
- variational inequalities
- machine learning
- convergence speed
- quadratic programming
- reinforcement learning
- cost function
- linear svm
- global optimum
- feature space