Geometric science of information : 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, Proceedings. Part I / Frank Nielsen, Frédéric Barbaresco, editors.
2023
QA641
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Title
Geometric science of information : 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, Proceedings. Part I / Frank Nielsen, Frédéric Barbaresco, editors.
Meeting Name
ISBN
9783031382710 (electronic bk.)
3031382714 (electronic bk.)
9783031382703
3031382714 (electronic bk.)
9783031382703
Published
Cham, Switzerland : Springer, 2023.
Language
English
Description
1 online resource (xlv, 624 pages) : illustrations (some color).
Item Number
10.1007/978-3-031-38271-0 doi
Call Number
QA641
Dewey Decimal Classification
516.36
Summary
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.
Note
Includes author index.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed August 9, 2023).
Added Author
Series
Lecture notes in computer science ; 14071. 1611-3349
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Table of Contents
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.
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.