2019 • Journal Article
Accelerated Regularized Newton Methods for Minimizing Composite Convex Functions
Authors:
Nunes Grapiglia, Geovani ,
Nesterov, Yurii
Published in:
SIAM Journal on Optimization
Volume: 29 • Number: 1 • Pages: 77-99
In this paper, we study accelerated regularized Newton methods for minimizing objectives formed as a sum of two functions: one is convex and twice differentiable with Hölder-continuous Hessian, and the other is a simple closed convex function.