Statistical structures on the tangent bundle of a statistical manifold with Sasaki metric
Abstract
Keywords
References
- [1] S. Amari, Information geometry of the EM and em algorithms for neural networks, Neural Networks, 8 (9), 1379–1408, 1995.
- [2] S. Amari and H. Nagaoka, Methods of information geometry, American Mathematical Society, 2000.
- [3] V. Balan, H.V. Grushevskaya,N.G. Krylova, G.G. Krylov, and I.V. Lipnevich, Two- dimensional first-order phase transition as signature change event in contact statisti- cal manifolds with Finsler metric, Appl. Sci. 21, 11–26, 2019.
- [4] M. Belkin, P. Niyogi and V.Sindhwani, Manifold regularization: a geometric frame- work for learning from labeled and unlabeled examples, J. Mach. Learn. Res. 7, 2399– 2434, 2006.
- [5] M. Burgin, Theory of information: fundamentality, diversity and unification, World Scientific Series in Information Studies, 2009.
- [6] A. Caticha, Geometry from information geometry, https://arxiv.org/abs/1512. 09076v1.
- [7] A. Caticha, The information geometry of space and time, https://arxiv.org/abs/ gr-qc/0508108.
- [8] N.N. Cencov, Statistical decision rules and optimal inference, Amer. Mathematical Society: Translations of Mathematical Monographs, 1982.
Details
Primary Language
English
Subjects
Mathematical Sciences
Journal Section
Research Article
Publication Date
February 6, 2020
Submission Date
August 6, 2018
Acceptance Date
September 28, 2018
Published in Issue
Year 2020 Volume: 49 Number: 1
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