Methods from Differential Topology and Differential Geometry in Information Geometry
A special issue of Entropy (ISSN 1099-4300). This special issue belongs to the section "Multidisciplinary Applications".
Deadline for manuscript submissions: 31 March 2026 | Viewed by 38
Special Issue Editors
Interests: information geometry; dual connections; gauge structures; foliations; differential geometry applied to machine learning
Special Issues, Collections and Topics in MDPI journals
Interests: information geometry; machine learning; imaging
Special Issues, Collections and Topics in MDPI journals
Interests: Lie group thermodynamics; exponential families; representation theory; Lie group statistics; Lie group machine learning
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This Special Issue was created as a parallel publication associated with the Geometric Science of Information 2025 Conference, which will be held at the Palais du Grand Large, Saint-Malo, France, in October 2025. The conference website can be found at https://conference-gsi.org/.
This conference aims to bring together mathematicians, physicists, and engineers with a shared interest in geometric tools and their applications in information analysis and learning. Emphasizing the active participation of young researchers, GSI fosters collaboration and discussion on emerging topics in this interdisciplinary field.
GSI’25 focuses on the theme: From Classical to Quantum Information Geometry: Geometric Structures of Statistical & Quantum Physics, Information Geometry, and Machine Learning.
Dr. Stéphane Puechmorel
Prof. Dr. Frank Nielsen
Dr. Frédéric Barbaresco
Guest Editors
Manuscript Submission Information
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Keywords
- foliations
- gauge structures
- statistical manifolds
- symplectic geometry
- contact geometry
- riemannian and sub-riemannian geometry
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