Ziv-Merhav Estimation for Hidden-Markov Processes
Publication
, Conference
Barnfield, N; Grondin, R; Pozzoli, G; Raquepas, R
Published in: IEEE International Symposium on Information Theory Proceedings
January 1, 2024
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.
Duke Scholars
Published In
IEEE International Symposium on Information Theory Proceedings
DOI
ISSN
2157-8095
Publication Date
January 1, 2024
Start / End Page
3606 / 3611
Citation
APA
Chicago
ICMJE
MLA
NLM
Barnfield, N., Grondin, R., Pozzoli, G., & Raquepas, R. (2024). Ziv-Merhav Estimation for Hidden-Markov Processes. In IEEE International Symposium on Information Theory Proceedings (pp. 3606–3611). https://doi.org/10.1109/ISIT57864.2024.10619304
Barnfield, N., R. Grondin, G. Pozzoli, and R. Raquepas. “Ziv-Merhav Estimation for Hidden-Markov Processes.” In IEEE International Symposium on Information Theory Proceedings, 3606–11, 2024. https://doi.org/10.1109/ISIT57864.2024.10619304.
Barnfield N, Grondin R, Pozzoli G, Raquepas R. Ziv-Merhav Estimation for Hidden-Markov Processes. In: IEEE International Symposium on Information Theory Proceedings. 2024. p. 3606–11.
Barnfield, N., et al. “Ziv-Merhav Estimation for Hidden-Markov Processes.” IEEE International Symposium on Information Theory Proceedings, 2024, pp. 3606–11. Scopus, doi:10.1109/ISIT57864.2024.10619304.
Barnfield N, Grondin R, Pozzoli G, Raquepas R. Ziv-Merhav Estimation for Hidden-Markov Processes. IEEE International Symposium on Information Theory Proceedings. 2024. p. 3606–3611.
Published In
IEEE International Symposium on Information Theory Proceedings
DOI
ISSN
2157-8095
Publication Date
January 1, 2024
Start / End Page
3606 / 3611