35 citations · 91 across the 12 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.IT2020★ 1 cited
Strong Asymptotic Composition Theorems for Mutual Information Measures
Benjamin Wu, Aaron B. Wagner, Ibrahim Issa +1
We characterize the growth of the Sibson and Arimoto mutual informations and -maximal leakage, of any order that is at least unity, between a random variable and a growing set o…
cs.IT2020★ 3 cited
Robust Generalization via -Mutual Information
Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa
The aim of this work is to provide bounds connecting two probability measures of the same event using Rényi -Divergences and Sibson's -Mutual Information, a generalization of…