185 citations · 1.7k across the 78 of their papers we have counts for
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cs.IT2017★ 154 cited
Nonlinear Information Bottleneck
Artemy Kolchinsky, Brendan D. Tracey, David H. Wolpert
Information bottleneck (IB) is a technique for extracting information in one random variable that is relevant for predicting another random variable . IB works by encoding $…
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…