Universal approximation with signatures of non-geometric rough paths

Mihriban Ceylan, Anna P. Kwossek, David J. Prömel

We establish a universal approximation theorem for signatures of rough paths that are not necessarily weakly geometric. By extending the path with time and its rough path bracket t…