The authors establish an impossibility theorem for lattice-based PID beyond three sources and introduce alternative measures of multivariate unique and synergistic information using dependency-eliminating random variable systems.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
representative citing papers
In stochastic systems with non-diagonal noise and switching environments, mutual information includes irreducible static and dynamic interference terms that prevent simple decomposition.
citing papers explorer
-
Multivariate Partial Information Decomposition: Constructions, Inconsistencies, and Alternative Measures
The authors establish an impossibility theorem for lattice-based PID beyond three sources and introduce alternative measures of multivariate unique and synergistic information using dependency-eliminating random variable systems.
-
Emergence of information interference in stochastic systems with non-diagonal noise and switching environments
In stochastic systems with non-diagonal noise and switching environments, mutual information includes irreducible static and dynamic interference terms that prevent simple decomposition.