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International SEE Conference on Geometric Science of Information (2023 :)

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Geometric science of information = 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023 : proceedings.. Part II /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Geometric science of information/ edited by Frank Nielsen, Frederic Barbaresco.
Reminder of title:	6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023 : proceedings.
remainder title:	GSI 2023
other author:	Nielsen, Frank.
corporate name:	International SEE Conference on Geometric Science of Information
Published:	Cham :Springer Nature Switzerland : : 2023.,
Description:	xlvi, 648 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Geometry, Differential - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-38299-4
ISBN:	9783031382994

Geometric science of information = 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023 : proceedings.. Part II /
Geometric science of information6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023 : proceedings.Part II /[electronic resource] :GSI 2023edited by Frank Nielsen, Frederic Barbaresco. - Cham :Springer Nature Switzerland :2023. - xlvi, 648 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,140720302-9743 ;. - Lecture notes in computer science ;14072..

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.

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.

ISBN: 9783031382994

Standard No.: 10.1007/978-3-031-38299-4doiSubjects--Topical Terms:

560938
Geometry, Differential
--Congresses.

LC Class. No.: QA641

Dewey Class. No.: 516.36

Geometric science of information = 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023 : proceedings.. Part II /
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