2 citations · 3 across the 4 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
math.PR2023★ 1 cited
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…
cs.IT2023★ 2 cited
On the Ziv-Merhav theorem beyond Markovianity
Nicholas Barnfield, Raphaël Grondin, Gaia Pozzoli +1
We generalize to a broader class of decoupled measures a result of Ziv and Merhav on universal estimation of the specific cross (or relative) entropy for a pair of multi-level Mark…