03043nam 2200553 450 991073601360332120230921013252.03-031-38299-410.1007/978-3-031-38299-4(MiAaPQ)EBC30670670(Au-PeEL)EBL30670670(DE-He213)978-3-031-38299-4(PPN)272250082(EXLCZ)992789979600004120230921d2023 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierGeometric science of information 6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part II /Frank Nielsen and Frédéric Barbaresco, editors1st ed. 2023.Cham, Switzerland :Springer Nature Switzerland AG,[2023]©20231 online resource (669 pages)Lecture Notes in Computer Science,1611-3349 ;14072Print version: Nielsen, Frank Geometric Science of Information Cham : Springer,c2023 9783031382987 Includes bibliographical references and index.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.Lecture Notes in Computer Science,1611-3349 ;14072Computer scienceMathematicsInformation scienceGeometryData processingArtificial intelligenceComputer scienceMathematics.Information science.GeometryData processing.Artificial intelligence.516.00285Nielsen FrankBarbaresco FrédéricMiAaPQMiAaPQMiAaPQBOOK9910736013603321Geometric Science of Information2531579UNINA