Extending SSMs with the Exponentially Weighted Signature

Alexandre Bloch, Samuel N. Cohen, Terry Lyons +3

We introduce the exponentially weighted signature (EWS), a continuous-time model that computes iterated integrals of a path, where each increment is weighted by the matrix exponent…