The signature kernel is the solution of a Goursat PDE

Recently, there has been an increased interest in the development of kernel methods for learning with sequential data. The signature kernel is a learning tool with potential to handle irregularly sampled, multivariate time series. In "Kernels for sequentially ordered data" the authors intr...

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Bibliographic Details
Main Authors: Salvi, C, Cass, T, Foster, J, Lyons, T, Yang, W
Format: Internet publication
Language:English
Published: 2020