Geometric Science of Information 6th International Conference, GSI 2023, St. Malo, France, August 30 – September 1, 2023, Proceedings, Part I /
This book constitutes the proceedings of the 6th International Conference on Geometric Science of Information, GSI 2023, held in St. Malo, France, during August 30-September 1, 2023. The 125 full papers presented in this volume were carefully reviewed and selected from 161 submissions. They cover al...
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| Médium: | Elektronický zdroj E-kniha |
| Jazyk: | angličtina |
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Cham :
Springer Nature Switzerland : Imprint: Springer,
2023.
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| Vydání: | 1st ed. 2023. |
| Edice: | Lecture Notes in Computer Science,
14071 |
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| On-line přístup: | https://doi.org/10.1007/978-3-031-38271-0 |
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| 245 | 1 | 0 | |a Geometric Science of Information |h [electronic resource] : |b 6th International Conference, GSI 2023, St. Malo, France, August 30 – September 1, 2023, Proceedings, Part I / |c edited by Frank Nielsen, Frédéric Barbaresco. |
| 250 | |a 1st ed. 2023. | ||
| 264 | 1 | |a Cham : |b Springer Nature Switzerland : |b Imprint: Springer, |c 2023. | |
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| 490 | 1 | |a Lecture Notes in Computer Science, |x 1611-3349 ; |v 14071 | |
| 505 | 0 | |a Geometry and machine learning -- Divergences and computational information geometry -- Statistics, topology and shape spaces -- Geometry and mechanics -- Geometry, learning dynamics and thermodynamics -- Quantum information geometry -- Geometry and biological structures -- Geometry and applications. | |
| 520 | |a This book constitutes the proceedings of the 6th International Conference on Geometric Science of Information, GSI 2023, held in St. Malo, France, during August 30-September 1, 2023. The 125 full papers presented in this volume were carefully reviewed and selected from 161 submissions. They cover all the main topics and highlights in the domain of geometric science of information, including information geometry manifolds of structured data/information and their advanced applications. The papers are organized in the following topics: geometry and machine learning; divergences and computational information geometry; statistics, topology and shape spaces; geometry and mechanics; geometry, learning dynamics and thermodynamics; quantum information geometry; geometry and biological structures; geometry and applications. | ||
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| 700 | 1 | |a Barbaresco, Frédéric. |e editor. |0 (orcid)0000-0003-3664-3609 |1 https://orcid.org/0000-0003-3664-3609 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
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