Publications [#384405] of Renaud Raquépas

Papers Published

1. Barnfield, N; Grondin, R; Pozzoli, G; Raquepas, R, Ziv-Merhav Estimation for Hidden-Markov Processes, IEEE International Symposium on Information Theory Proceedings (January, 2024), pp. 3606-3611 [doi]
   (last updated on 2026/01/17)

   Abstract:
   We present a proof of strong consistency of a Ziv-Merhav-type estimator of the cross entropy rate for pairs of hidden-Markov processes. Our proof strategy has two novel aspects: the focus on decoupling properties of the laws and the use of tools from the thermodynamic formalism.