28 citations · 47 across the 5 of their papers we have counts for
5 papers
Quantifying synergy and redundancy in multiplex networks
Andrea I. Luppi, Eckehard Olbrich, Conor Finn +4
Understanding how different networks relate to each other is key for obtaining a greater insight into complex systems. Here, we introduce an intuitive yet powerful framework to cha…
Continuity and Additivity Properties of Information Decompositions
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich +2
Information decompositions quantify how the Shannon information about a given random variable is distributed among several other random variables. Various requirements have been pr…
Properties of Unique Information
Johannes Rauh, Maik Schünemann, Jürgen Jost
We study the measure of unique information defined by Bertschinger et al. (2014) within the framework of information decompositions. We study uniqueness and su…
Coarse-graining and the Blackwell order
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich +3
Suppose we have a pair of information channels, , with a common input. The Blackwell order is a partial order over channels that compares and by the ma…
Reconsidering unique information: Towards a multivariate information decomposition
Johannes Rauh, Nils Bertschinger, Eckehard Olbrich +1
The information that two random variables , contain about a third random variable can have aspects of shared information (contained in both and ), of complementar…