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	Hessian-Averaged Newton Methods for Stochastic Optimization

This repository accompanies the manuscript "Fast Unconstrained Optimization via Hessian Averaging and Adaptive Gradient Sampling" by Thomas O'Leary-Roseberry and Raghu Bollapragada.

Installation instruction and useage

See INSTALL.md

This work was partially supported by the National Science Foundation under award DMS-234643.