228 citations · 1.3k across the 48 of their papers we have counts for
Showing 2019 · cs.ITShow all
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cs.IT2019★ 63 cited
A Novel Approach to the Partial Information Decomposition
Artemy Kolchinsky
We consider the "partial information decomposition" (PID) problem, which aims to decompose the information that a set of source random variables provide about a target random varia…
cs.IT2019★ 7 cited
Decomposing information into copying versus transformation
Artemy Kolchinsky, Bernat Corominas-Murtra
In many real-world systems, information can be transmitted in two qualitatively different ways: by copying or by transformation. Copying occurs when messages are transmitted withou…