A functorial characterization of von Neumann entropy

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Authors Arthur J. Parzygnat arXiv ID 2009.07125 Category quant-ph: Quantum Computing Cross-listed cs.IT, math.CT, math.OA Citations 16 Venue arXiv.org Last Checked 5 months ago
Abstract
Using convex Grothendieck fibrations, we characterize the von Neumann entropy as a functor from finite-dimensional non-commutative probability spaces and state-preserving *-homomorphisms to real numbers. Our axioms reproduce those of Baez, Fritz, and Leinster characterizing the Shannon entropy difference. The existence of disintegrations for classical probability spaces plays a crucial role in our characterization.
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