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The Signature Kernel

The Signature Kernel

8 May 2023
Darrick Lee
Harald Oberhauser
ArXivPDFHTML

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
Scalable Signature Kernel Computations for Long Time Series via Local Neumann Series Expansions
Matthew Tamayo-Rios
Alexander Schell
Rima Alaifari
AI4TS
51
0
0
27 Feb 2025
Koopman-Equivariant Gaussian Processes
Petar Bevanda
Max Beier
Armin Lederer
A. Capone
Stefan Sosnowski
Sandra Hirche
AI4TS
61
1
0
10 Feb 2025
A User's Guide to $\texttt{KSig}$: GPU-Accelerated Computation of the Signature Kernel
A User's Guide to KSig\texttt{KSig}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
Variance Norms for Kernelized Anomaly Detection
Thomas Cass
Lukas Gonon
Nikita Zozoulenko
26
0
0
16 Jul 2024
Signature Isolation Forest
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
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
Koopman Kernel Regression
Petar Bevanda
Maximilian Beier
Armin Lederer
Stefan Sosnowski
Eyke Hüllermeier
Sandra Hirche
AI4TS
14
16
0
25 May 2023
1