Differential Invariants
Numerical Analysis
2021-01-12 v1 Numerical Analysis
Abstract
Validation is a major challenge in differentiable programming. The state of the art is based on algorithmic differentiation. Consistency of first-order tangent and adjoint programs is defined by a well-known first-order differential invariant. This paper generalizes the approach through derivation of corresponding differential invariants of arbitrary order.
Cite
@article{arxiv.2101.03334,
title = {Differential Invariants},
author = {Uwe Naumann},
journal= {arXiv preprint arXiv:2101.03334},
year = {2021}
}