Kwant Atlas

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Tag: path-signatures-and-rough-paths

7 items with this tag.

  • Oct 03, 2026

    3.15 Path Signatures & Rough Paths: Iterated Integrals, Chen's Identity & the Signature of a Path

    • pillar-derivative-pricing
    • path-signatures-and-rough-paths
    • signature
    • iterated-integrals
    • rough-paths
    • log-signature
    • signature-kernel
    • machine-learning
    • index-hub
  • Sep 12, 2026

    3.15.1 Path Signatures from Zero

    • pillar-derivative-pricing
    • path-signatures-and-rough-paths
    • intuition
    • iterated-integrals
    • signature
  • Sep 12, 2026

    3.15.2 The Signature Algebra

    • pillar-derivative-pricing
    • path-signatures-and-rough-paths
    • chens-identity
    • shuffle-product
    • iterated-integrals
    • tensor-algebra
  • Sep 12, 2026

    3.15.3 The Log-Signature, the Free Lie Algebra & Signature Uniqueness

    • pillar-derivative-pricing
    • path-signatures-and-rough-paths
    • log-signature
    • free-lie-algebra
    • levy-area
    • signature-uniqueness
  • Sep 12, 2026

    3.15.4 Rough Path Theory

    • pillar-derivative-pricing
    • path-signatures-and-rough-paths
    • rough-paths
    • p-variation
    • levy-area
    • extension-theorem
  • Sep 12, 2026

    3.15.5 Failure Modes & Practice

    • pillar-derivative-pricing
    • path-signatures-and-rough-paths
    • lead-lag
    • time-augmentation
    • geometric-rough-paths
    • signature-hedging
  • Sep 12, 2026

    3.15.6 Advanced Extensions

    • pillar-derivative-pricing
    • path-signatures-and-rough-paths
    • expected-signature
    • signature-kernel
    • machine-learning
    • rough-volatility

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