Cover Image

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...

Full description

Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Nielsen, Frank (Editor), Barbaresco, Frédéric (Editor)
Format: eBook
Language:English
Published: Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Edition:1st ed. 2023.
Series:Lecture Notes in Computer Science, 14071
Subjects:
Computer science > Mathematics.
Artificial intelligence.
Computer engineering.
Computer networks .
Computer vision.
Mathematics of Computing.
Artificial Intelligence.
Computer Engineering and Networks.
Computer Vision.
Electronic books.
Online Access:Connect to the full text of this electronic book
Description
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.
Physical Description:1 online resource (XLV, 624 pages 87 illustrations, 69 illustrations in color.)
ISBN:9783031382710
ISSN:1611-3349 ;
DOI:10.1007/978-3-031-38271-0