Paper ID: 2207.06114

Automatic Differentiation: Theory and Practice

Mario Lezcano-Casado

We present the classical coordinate-free formalism for forward and backward mode ad in the real and complex setting. We show how to formally derive the forward and backward formulae for a number of matrix functions starting from basic principles.

Submitted: Jul 13, 2022