Universal approximation by signatures for infinite-dimensional rough paths

Sonja Cox, Asma Khedher, Thijs Maessen

We establish universal approximation theorems for infinite-dimensional geometric rough paths, i.e., we show that continuous functions on the space of infinite-dimensional weakly ge…