Universal approximation on non-geometric rough paths and applications to financial derivatives pricing

Fabian A. Harang, Fred Espen Benth, Fride Straum

We present a novel perspective on the universal approximation theorem for rough path functionals, introducing a polynomial-based approximation class. We extend universal approximat…