Wir verwenden Cookies und Analyse-Tools, um die Nutzerfreundlichkeit der Internet-Seite zu verbessern und für Marketingzwecke. Wenn Sie fortfahren, diese Seite zu verwenden, nehmen wir an, dass Sie damit einverstanden sind. Zur Datenschutzerklärung.
Geometric Science of Information
Details
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.
Inhalt
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.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783031382703
- Genre Information Technology
- Auflage 1st edition 2023
- Editor Frank Nielsen, Frédéric Barbaresco
- Lesemotiv Verstehen
- Anzahl Seiten 672
- Größe H235mm x B155mm x T36mm
- Jahr 2023
- EAN 9783031382703
- Format Kartonierter Einband
- ISBN 3031382706
- Veröffentlichung 01.08.2023
- Titel Geometric Science of Information
- Untertitel 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, Proceedings, Part I
- Gewicht 1001g
- Herausgeber Springer
- Sprache Englisch