Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14071)
Included in the following conference series:
Conference proceedings info: GSI 2023.
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About this book
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.
Keywords
Table of contents (62 papers)
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Computational Information Geometry and Divergences
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Statistical Manifolds and Hessian Information Geometry
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Statistics, Information and Topology
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Information Theory and Statistics
Other volumes
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Geometric Science of Information
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Geometric Science of Information
Editors and Affiliations
Bibliographic Information
Book Title: Geometric Science of Information
Book Subtitle: 6th International Conference, GSI 2023, St. Malo, France, August 30 – September 1, 2023, Proceedings, Part I
Editors: Frank Nielsen, Frédéric Barbaresco
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-38271-0
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
Softcover ISBN: 978-3-031-38270-3Published: 01 August 2023
eBook ISBN: 978-3-031-38271-0Published: 31 July 2023
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XLV, 624
Number of Illustrations: 45 b/w illustrations, 69 illustrations in colour
Topics: Mathematics of Computing, Artificial Intelligence, Computer Systems Organization and Communication Networks, Image Processing and Computer Vision