Geometric Science of Information : 6th International Conference, GSI 2023, St. Malo, France, August 30 – September 1, 2023, Proceedings, Part I / / edited by Frank Nielsen, Frédéric Barbaresco
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| Titolo: |
Geometric Science of Information : 6th International Conference, GSI 2023, St. Malo, France, August 30 – September 1, 2023, Proceedings, Part I / / edited by Frank Nielsen, Frédéric Barbaresco
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| Pubblicazione: | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Edizione: | 1st ed. 2023. |
| Descrizione fisica: | 1 online resource (640 pages) |
| Disciplina: | 516.00285 |
| Soggetto topico: | Computer science - Mathematics |
| Artificial intelligence | |
| Computer engineering | |
| Computer networks | |
| Computer vision | |
| Mathematics of Computing | |
| Artificial Intelligence | |
| Computer Engineering and Networks | |
| Computer Vision | |
| Persona (resp. second.): | NielsenFrank |
| BarbarescoFrédéric | |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Geometric Science of Information |
| ISBN: | 3-031-38271-4 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910736004503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Lecture Notes in Computer Science, . 1611-3349 ; ; 14071