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On the categorical foundations of quantum information theory: Categories and the Cramer-Rao inequality

Authors :
Ciaglia, Florio M.
Di Cosmo, Fabio
González-Bravo, Laura
Ibort, Alberto
Marmo, Giuseppe
Source :
Modern Physics Letters A, 2023
Publication Year :
2023

Abstract

An extension of Cencov's categorical description of classical inference theory to the domain of quantum systems is presented. It provides a novel categorical foundation to the theory of quantum information that embraces both classical and quantum information theory in a natural way, while also allowing to formalise the notion of quantum environment. A first application of these ideas is provided by extending the notion of statistical manifold to incorporate categories, and investigating a possible, uniparametric Cramer-Rao inequality in this setting.<br />Comment: 20 pages, comments are welcome!

Details

Database :
arXiv
Journal :
Modern Physics Letters A, 2023
Publication Type :
Report
Accession number :
edsarx.2309.10428
Document Type :
Working Paper
Full Text :
https://doi.org/10.1142/S0217732323500852