We have decided to discontinue the publication of preprints on our preprint server as of 1 March 2024. The publication culture within mathematics has changed so much due to the rise of repositories such as ArXiV (www.arxiv.org) that we are encouraging all institute members to make their preprints available there. An institute's repository in its previous form is, therefore, unnecessary. The preprints published to date will remain available here, but we will not add any new preprints here.
In this paper, we explicitly prove that statistical manifolds have a Frobenius manifold structure. This latter object, at the interplay of beautiful interactions between topology and quantum field theory, raises natural questions, concerning the existence of Gromov–Witten invariants for statistical manifolds. We prove that an analog of Gromov–Witten invariants for statistical manifolds (GWS) exists, and that it plays an important role in the learning process. These new invariants have a geometric interpretation concerning intersection points of paraholomorphic curves. In addition, we unravel the hidden symmetries of statistical manifolds. It decomposes into a pair of totally geodesic submanifolds, containing a pair of flat connections. We prove that the pair of pseudo-Riemannian submanifolds are symmetric to each other with respect to Pierce mirror.
Frobenius statistical manifolds and geometric invariants
In: Geometric science of information : 5th international conference, GSI 2021, Paris, France, July 21-23, 2021, proceedings / Frank Nielsen... (eds.) Cham : Springer, 2021. - pp. 565-573 (Lecture notes in computer science ; 12829)
