# Automatic Differentiation: Theory and Practice

arXiv: https://arxiv.org/abs/2207.06114 · HTML: https://mlsanity.com/paper/2207.06114/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 2 references that are in the map.
- First posted on arXiv 13 Jul 2022.

## Abstract (arXiv)

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.