293 citations · 737 across the 36 of their papers we have counts for
3 papers · 1 filter
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…
Unique Information and Secret Key Decompositions
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich +1
The unique information () is an information measure that quantifies a deviation from the Blackwell order. We have recently shown that this quantity is an upper bound on the one…
Conditional independence ideals with hidden variables
Oliver Clarke, Fatemeh Mohammadi, Johannes Rauh
We study a class of determinantal ideals that are related to conditional independence (CI) statements with hidden variables. Such CI statements correspond to determinantal conditio…