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On the categorical foundations of quantum information theory: Categories and the Cramer-Rao inequality
- 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!
- Subjects :
- Quantum Physics
Computer Science - Information Theory
Mathematical Physics
Subjects
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