Information decomposition based on cooperative game theory
Work
Year: 2020
Type: article
Abstract: We o↵er a new approach to the information decomposition problem in information theory: given a 'target' random variable co-distributed with multiple 'source' variables, how can we decompose the mutual... more
Source: Kybernetika
Authors Nihat Ay, Daniel Polani, Nathaniel Virgo
Institutions Leipzig University, Max Planck Institute for Mathematics, Max Planck Institute for Mathematics in the Sciences, Santa Fe Institute, University of Hertfordshire +2 more
Cites: 31
Cited by: 19
Related to: 10
FWCI: 2.53
Citation percentile (by year/subfield): 89.43
Topic: Game Theory and Applications
Field: Decision Sciences
Domain: Social Sciences
Open Access status: green