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Springer Finance

Christian Bayer, Gonçalo dos Reis, Blanka Horvath, Harald Oberhauser, editors

2 Pith papers cite this work. Polarity classification is still indexing.

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math.NA 1 stat.ML 1

years

2026 2

verdicts

UNVERDICTED 2

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The Volterra signature

stat.ML · 2026-03-04 · unverdicted · novelty 7.0

The Volterra signature is a kernel-weighted tensor feature map for paths that is injective, universally approximating, and computable via linear ODEs or a two-parameter integral equation.

Computational aspects of the Volterra Signature

math.NA · 2026-05-18 · unverdicted · novelty 6.0

Algorithms for Volterra signature computation achieve O(J^2), O(J log J) via FFT, and O(J R^2) via recursion, plus a predictor-corrector scheme, all implemented in a public JAX package.

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Showing 2 of 2 citing papers.

  • The Volterra signature stat.ML · 2026-03-04 · unverdicted · none · ref 10

    The Volterra signature is a kernel-weighted tensor feature map for paths that is injective, universally approximating, and computable via linear ODEs or a two-parameter integral equation.

  • Computational aspects of the Volterra Signature math.NA · 2026-05-18 · unverdicted · none · ref 3

    Algorithms for Volterra signature computation achieve O(J^2), O(J log J) via FFT, and O(J R^2) via recursion, plus a predictor-corrector scheme, all implemented in a public JAX package.