Efficient Implementation of Second-Order Stochastic Approximation Algorithms in High-Dimensional Problems

Jingyi Zhu, Long Wang, James C. Spall

Stochastic approximation (SA) algorithms have been widely applied in minimization problems when the loss functions and/or the gradient information are only accessible through noisy…