A high order solver for signature kernels

Signature kernels are at the core of several machine learning algorithms for analysing multivariate time series. The kernel of two bounded variation paths (such as piecewise linear interpolations of time series data) is typically computed by solving a Goursat problem for a hyperbolic partial differe...

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Bibliographic Details
Main Authors: Lemercier, M, Lyons, T
Format: Internet publication
Language:English
Published: 2024