On the categorical foundations of quantum information theory: Categories and the Cramer-Rao inequality
September 19, 2023 Β· Declared Dead Β· π Modern Physics Letters A
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Authors
Florio M. Ciaglia, Fabio Di Cosmo, Laura GonzΓ‘lez-Bravo, Alberto Ibort, Giuseppe Marmo
arXiv ID
2309.10428
Category
quant-ph: Quantum Computing
Cross-listed
cs.IT,
math-ph
Citations
3
Venue
Modern Physics Letters A
Last Checked
5 months ago
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.
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