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Differential Invariants

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.

4 nodes3 linksoverview previewDifferential Invariants
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Differential Invariants4 visible / 4 total nodes / 3 links
AuthorshipTopic signalTopic signalWDifferential Invariantspreprint / 2021AUwe NaumannResearcherTmath.NA6807 worksTNumerical Analysis6388 works
PaperSignal 103 links

Differential Invariants

preprint / 2021

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