English

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.

Keywords

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!

R2 v1 2026-06-25T01:03:24.947Z