23 citations · 99 across the 15 of their papers we have counts for
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cs.IT2017★ 18 cited
Computing the Unique Information
Pradeep Kr. Banerjee, Johannes Rauh, Guido Montúfar
Given a pair of predictor variables and a response variable, how much information do the predictors have about the response, and how is this information distributed between unique,…
cs.IT2017★ 23 cited
On extractable shared information
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich +2
We consider the problem of quantifying the information shared by a pair of random variables about another variable . We propose a new measure of shared information…
cs.IT2017★ 17 cited
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…