[HTML][HTML] Decomposing and Tracing Mutual Information by Quantifying Reachable Decision Regions

T Mages, C Rohner - Entropy, 2023 - mdpi.com
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 …

[HTML][HTML] Non-Negative Decomposition of Multivariate Information: From Minimum to Blackwell-Specific Information

T Mages, E Anastasiadi, C Rohner - Entropy, 2024 - mdpi.com
Partial information decompositions (PIDs) aim to categorize how a set of source variables
provides information about a target variable redundantly, uniquely, or synergetically. The …