Concept
Quantum mutual information
Publications associées (17)
A Functional Perspective on Information Measures
Since the birth of Information Theory, researchers have defined and exploited various information measures, as well as endowed them with operational meanings. Some were born as a "solution to a problem", like Shannon's Entropy and Mutual Information. Other ...
EPFL2022Robust Generalization via $\alpha$-Mutual Information
Michael Christoph Gastpar, Amedeo Roberto Esposito, 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 respectively the Kullback-Leibler Divergence and Shannon’s Mutual ...
ETHZ2020Subadditivity Beyond Trees and the Chi-Squared Mutual Information
Emmanuel Abbé, Enric Boix Adsera
Evans et al. [1] proved the subadditivity of the mutual information in the broadcasting on tree model with binary vertex labels and symmetric edge channels. They raised the question of whether such subadditivity extends to loopy graphs in some appropriate ...
IEEE2019Unsupervised Change Detection in Satellite Images using Oversegmentation and Mutual Information
Bahar Taskesen, Beril Besbinar
In this paper, a novel solution to the problem of unsupervised change detection in bitemporal satellite images is presented. Information measures, which are well-known and commonly-used in the change detection literature, result in unsharp change maps and ...
Ieee2017