Network Inference and Maximum Entropy Estimation on Information Diagrams

Abstract Maximum entropy estimation is of broad interest for inferring properties of systems across many disciplines. Using a recently introduced technique for estimating the maximum entropy of a set of random discrete variables when conditioning on bivariate mutual informations and univariate entro...

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Bibliographic Details
Main Authors: Elliot A. Martin, Jaroslav Hlinka, Alexander Meinke, Filip Děchtěrenko, Jaroslav Tintěra, Isaura Oliver, Jörn Davidsen
Format: article
Language:EN
Published: Nature Portfolio 2017
Subjects:
R
Q
Online Access:https://doaj.org/article/6a45a029cd324b9fa75c45f640084384
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