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arxiv: 1907.08423 · v1 · submitted 2019-07-19 · 🧮 math.PR · cs.NA· math.NA

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Insertion algorithm for inverting the signature of a path

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classification 🧮 math.PR cs.NAmath.NA
keywords pathsignatureboundexistsinsertioninvertingnormalisedterm
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In this article we introduce the insertion method for reconstructing the path from its signature, i.e. inverting the signature of a path. For this purpose, we prove that a converging upper bound exists for the difference between the inserted n-th term and the (n+1)-th term of the normalised signature of a smooth path, and we also show that there exists a constant lower bound for a subsequence of the terms in the normalised signature of a piecewise linear path. We demonstrate our results with numerical examples.

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Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score.

  1. SignatureTensors.jl: A Package for Signature Tensors in Julia

    cs.SC 2026-04 unverdicted novelty 4.0

    SignatureTensors.jl is a new Julia package that computes signature tensors of paths, supporting both exact symbolic and numerical computations via compatibility with the OSCAR computer algebra system.