On the efficiency of Stochastic Quasi-Newton Methods for Deep Learning

Mahsa Yousefi, Angeles Martinez

While first-order methods are popular for solving optimization problems that arise in large-scale deep learning problems, they come with some acute deficiencies. To diminish such s…