SOFIM: Stochastic Optimization Using Regularized Fisher Information Matrix

Mrinmay Sen, A. K. Qin, Gayathri C +3

This paper introduces a new stochastic optimization method based on the regularized Fisher information matrix (FIM), named SOFIM, which can efficiently utilize the FIM to approxima…