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Quantifying Unique Information

We propose new measures of shared information, unique information and synergistic information that can be used to decompose the mutual information of a pair of random variables (Y, Z) with a third random variable X. Our measures are motivated by an operational idea of unique information, which sugge...

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Detalles Bibliográficos
Principais autores: Nils Bertschinger, Johannes Rauh, Eckehard Olbrich, Jürgen Jost, Nihat Ay
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2014-04-01
Series:Entropy
Assuntos:
Acceso en liña:http://www.mdpi.com/1099-4300/16/4/2161
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