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Canonical Foliations of Statistical Manifolds with Hyperbolic Compact Leaves
Acte de colloque   Open Access

Canonical Foliations of Statistical Manifolds with Hyperbolic Compact Leaves

Emmanuel Gnandi1, Michel Boyom et Stéphane Puechmorel
5th International Conference on Geometric Science of Information (GSI) (Paris, France, 21/07/2021–23/07/2021)
14/07/2021

Résumé

Mathematic Computer science
A. The sheaf of solutions (J ,∇) of the Hessian equation on a gauge structure (M, ∇) is a key ingredient for understanding important properties from the cohomological point of view. In this work, a canonical representation of the group associated by Lie third's theorem to the Lie algebra formed by the sections of (J, ∇) is introduced. On the foliation it defines, a characterization of compact hyperbolic leaves is then obtained. We conclude that these leaves are equipped with a statistical model structure.

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