Dynamic Universal Approximation via Signature Controlled Differential Equations

Tomás Carrondo, Christa Cuchiero, Paul P. Hager +1

We study signature controlled differential equations (Sig-CDEs), that is, path-dependent controlled differential equations (CDEs) whose vector fields factor through the signature m…