At the time of writing, Newton's method is computationally expensive, so gradient descent is still preferred for large-scale practical problems such as machine learning.

In this paper, we extend the classical Newton method for solving continuously differentiable systems of nonlinear equations to B-differentiable systems. Such B-differentiable systems of equations ...