Log-PDE Methods for Rough Signature Kernels

Maud Lemercier, Terry Lyons, Cristopher Salvi

Signature kernels, inner products of path signatures, underpin several machine learning algorithms for multivariate time series analysis. For bounded variation paths, signature ker…