Parametric models and information geometry on W*-algebras
Mathematical Physics
2023-04-10 v1 math.MP
Quantum Physics
Abstract
We introduce the notion of smooth parametric model of normal positive linear functionals on possibly infinite-dimensional W*-algebras generalizing the notions of parametric models used in classical and quantum information geometry. We then use the Jordan product naturally available in this context in order to define a Riemannian metric tensor on parametric models satsfying suitable regularity conditions. This Riemannian metric tensor reduces to the Fisher-Rao metric tensor, or to the Fubini-Study metric tensor, or to the Bures-Helstrom metric tensor when suitable choices for the W*-algebra and the models are made.
Cite
@article{arxiv.2207.09396,
title = {Parametric models and information geometry on W*-algebras},
author = {Florio M. Ciaglia and Fabio Di Nocera and Jürgen Jost and Lorenz Schwachhöfer},
journal= {arXiv preprint arXiv:2207.09396},
year = {2023}
}
Comments
24 pages. Comments are welcome!