Decomposing and Tracing Mutual Information by Quantifying Reachable Decision Regions

The idea of a partial information decomposition (PID) gained significant attention for attributing the components of mutual information from multiple variables about a target to being unique, redundant/shared or synergetic. Since the original measure for this analysis was criticized, several alterna...

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Bibliographic Details
Published in:	Entropy (Basel, Switzerland) Vol. 25; no. 7; p. 1014
Main Authors:	Mages, Tobias, Rohner, Christian
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 30.06.2023 MDPI
Subjects:	Algebra Axioms Communication networks Computer Science with specialization in Computer Communication Data processing Datavetenskap med inriktning mot datorkommunikation Decomposition Information flow information flow analysis Information management Markov chains Markov processes partial information decomposition redundancy synergy Tracing Uncertainty Valuation Variables Taiwan synergy redundancy information flow analysis partial information decomposition
ISSN:	1099-4300, 1099-4300
Online Access:	Get full text
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