A survey on information geometry: statistical manifolds and statistical models
This survey presents an exposition of the foundational concepts of information geometry from a probabilistic viewpoint, as well as recent developments in differential geometry related to this área of information science. We conclude with a non-exhaustive but motivating list of applications of the theory in probability.
Authors
- Nicolás Martínez Alba (ORCID: https://orcid.org/0000-0002-2697-3228)
- Olga Garatejo-Escobar
Institutions
- Universidad Distrital Francisco José de Caldas (CO)
- Universidad Nacional de Colombia (CO)
Publication Details
- Journal
- Revista de la Academia Colombiana de Ciencias Exactas Físicas y Naturales
- Published
- 2025-10-09
- DOI
- https://doi.org/10.18257/raccefyn.3260
- Primary Topic
- Neural Networks and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00