Do Subsampled Newton Methods Work for High-Dimensional Data?

13 February 2019

Papers citing "Do Subsampled Newton Methods Work for High-Dimensional Data?"

3 / 3 papers shown

Title
SAPPHIRE: Preconditioned Stochastic Variance Reduction for Faster Large-Scale Statistical Learning Jingruo Sun Zachary Frangella Madeleine Udell 41 0 0 28 Jan 2025
Hessian Averaging in Stochastic Newton Methods Achieves Superlinear Convergence Sen Na Michal Derezinski Michael W. Mahoney 27 16 0 20 Apr 2022
Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality Jonathan Lacotte Yifei Wang Mert Pilanci 20 15 0 15 May 2021