On the Ziv-Merhav theorem beyond Markovianity II: leveraging the thermodynamic formalism

Nicholas Barnfield, Raphaël Grondin, Gaia Pozzoli +1

We prove asymptotic results for a modification of the cross-entropy estimator originally introduced by Ziv and Merhav in the Markovian setting in 1993. Our results concern a more g…