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Found 2 papers, 2 papers with code
Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic
In this paper we show, first, that the entire theory of partial information decomposition can be derived from considerations of elementary parthood relationships between information contributions.
Introducing a differentiable measure of pointwise shared information
We here present a novel measure that satisfies this property, emerges solely from information-theoretic principles, and has the form of a local mutual information.
Information Theory Information Theory
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