Information measures such as Wyner common information and the information bottleneck are unchanged when computed from sufficient feature representations, justifying modular estimation pipelines.
The common information of two dependent rando m vari- ables,
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Separable Computation of Information Measures
Information measures such as Wyner common information and the information bottleneck are unchanged when computed from sufficient feature representations, justifying modular estimation pipelines.