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...

Повний опис

Бібліографічні деталі
Автори: Salvi, C, Cass, T, Foster, J, Lyons, T, Yang, W
Формат: Journal article
Мова:English
Опубліковано: Society for Industrial and Applied Mathematics 2021