The Signature Kernel

8 May 2023

Papers citing "The Signature Kernel"

8 / 8 papers shown

Title
Kernel-based estimators for functional causal effects Yordan P. Raykov Hengrui Luo Justin Strait Wasiur R. KhudaBukhsh CML 50 0 0 06 Mar 2025
Scalable Signature Kernel Computations for Long Time Series via Local Neumann Series Expansions Matthew Tamayo-Rios Alexander Schell Rima Alaifari AI4TS 53 0 0 27 Feb 2025
Koopman-Equivariant Gaussian Processes Petar Bevanda Max Beier Armin Lederer A. Capone Stefan Sosnowski Sandra Hirche AI4TS 63 1 0 10 Feb 2025
$A User's Guide to $\texttt{KSig}$: GPU-Accelerated Computation of the Signature Kernel$ A User's Guide to $\texttt{KSig}$ : GPU-Accelerated Computation of the Signature Kernel Csaba Tóth Danilo Jr Dela Cruz Harald Oberhauser 34 0 0 13 Jan 2025
Variance Norms for Kernelized Anomaly Detection Thomas Cass Lukas Gonon Nikita Zozoulenko 29 0 0 16 Jul 2024
Signature Isolation Forest Guillaume Staerman M. Campi Gareth W. Peters Tomoko Matsui 45 0 0 07 Mar 2024
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes Georg Manten Cecilia Casolo E. Ferrucci Søren Wengel Mogensen C. Salvi Niki Kilbertus CML BDL 29 8 0 28 Feb 2024
Koopman Kernel Regression Petar Bevanda Maximilian Beier Armin Lederer Stefan Sosnowski Eyke Hüllermeier Sandra Hirche AI4TS 14 16 0 25 May 2023