Natural Gradient Methods: Perspectives, Efficient-Scalable Approximations, and Analysis

Rajesh Shrestha

Natural Gradient Descent, a second-degree optimization method motivated by the information geometry, makes use of the Fisher Information Matrix instead of the Hessian which is typi…