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Network Inference and Maximum Entropy Estimation on Information Diagrams

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 entropies, we...

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Detalles Bibliográficos
Autores principales: Martin, Elliot A., Hlinka, Jaroslav, Meinke, Alexander, Děchtěrenko, Filip, Tintěra, Jaroslav, Oliver, Isaura, Davidsen, Jörn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5539257/
https://www.ncbi.nlm.nih.gov/pubmed/28765522
http://dx.doi.org/10.1038/s41598-017-06208-w

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