  Following previous investigations by {\"U}st{\"u}nel [22] about the
invertibility of some transformations on the Wiener space, we find some
entropic conditions under which a random change of time is invertible on the
Poisson space. As a consequence, we provide a new construction of Hawkes
processes. We also establish a new variational representation of the entropy.
