Hessian Averaging in Stochastic Newton Methods Achieves Superlinear Convergence

20 April 2022

Papers citing "Hessian Averaging in Stochastic Newton Methods Achieves Superlinear Convergence"

5 / 5 papers shown

Title
High Probability Complexity Bounds of Trust-Region Stochastic Sequential Quadratic Programming with Heavy-Tailed Noise Yuchen Fang Javad Lavaei Katya Scheinberg 31 0 0 24 Mar 2025
Stochastic Variance-Reduced Newton: Accelerating Finite-Sum Minimization with Large Batches Michal Derezinski 34 5 0 06 Jun 2022
Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming Sen Na Michael W. Mahoney 13 7 0 27 May 2022
Inequality Constrained Stochastic Nonlinear Optimization via Active-Set Sequential Quadratic Programming Sen Na M. Anitescu Mladen Kolar 13 33 0 23 Sep 2021
Newton-LESS: Sparsification without Trade-offs for the Sketched Newton Update Michal Derezinski Jonathan Lacotte Mert Pilanci Michael W. Mahoney 29 26 0 15 Jul 2021