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

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Geometric science of information/ edited by Frank Nielsen, Frederic Barbaresco.
其他題名:	6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023 : proceedings.
其他題名:	GSI 2023
其他作者:	Nielsen, Frank.
團體作者:	International SEE Conference on Geometric Science of Information
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xlvi, 648 p. :ill. (some col.), digital ;24 cm.
內容註:	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
標題:	Geometry, Differential - Congresses. -
電子資源:	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

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