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Orders between Channels and Implications for Partial Information Decomposition

The partial information decomposition (PID) framework is concerned with decomposing the information that a set of random variables has with respect to a target variable into three types of components: redundant, synergistic, and unique. Classical information theory alone does not provide a unique wa...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: André F. C. Gomes, Mário A. T. Figueiredo
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2023-06-01
Schriftenreihe:Entropy
Schlagworte:
information theory
partial information decomposition
channel preorders
intersection information
shared information
redundancy
Online-Zugang:https://www.mdpi.com/1099-4300/25/7/975
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