Stochastic Newton and Quasi-Newton Methods for Large Linear Least-squares Problems

Julianne Chung, Matthias Chung, J. Tanner Slagel +1

We describe stochastic Newton and stochastic quasi-Newton approaches to efficiently solve large linear least-squares problems where the very large data sets present a significant c…