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035   $a(DE-He213)978-3-031-38271-0
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101 0 $aeng
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181   $ctxt$2rdacontent
182   $cc$2rdamedia
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200 10$aGeometric Science of Information $e6th International Conference, GSI 2023, St. Malo, France, August 30 ? September 1, 2023, Proceedings, Part I /$fedited by Frank Nielsen, Frédéric Barbaresco
205   $a1st ed. 2023.
210  1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023.
215   $a1 online resource (640 pages)
225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14071
311 08$aPrint version: Nielsen, Frank Geometric Science of Information Cham : Springer,c2023 9783031382703 
320   $aIncludes bibliographical references and index.
327   $aGeometry 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.
330   $aThis book constitutes the proceedings of the 6th International Conference on Geometric Science of Information, GSI 2023, held in St. Malo, France, during August 30-September 1, 2023. The 125 full papers presented in this volume were carefully reviewed and selected from 161 submissions. They cover all the main topics and highlights in the domain of geometric science of information, including information geometry manifolds of structured data/information and their advanced applications. The papers are organized in the following topics: geometry and machine learning; divergences and computational information geometry; statistics, topology and shape spaces; geometry and mechanics; geometry, learning dynamics and thermodynamics; quantum information geometry; geometry and biological structures; geometry and applications.
410  0$aLecture Notes in Computer Science,$x1611-3349 ;$v14071
606   $aComputer science$xMathematics
606   $aArtificial intelligence
606   $aComputer engineering
606   $aComputer networks
606   $aComputer vision
606   $aMathematics of Computing
606   $aArtificial Intelligence
606   $aComputer Engineering and Networks
606   $aComputer Vision
615  0$aComputer science$xMathematics.
615  0$aArtificial intelligence.
615  0$aComputer engineering.
615  0$aComputer networks.
615  0$aComputer vision.
615 14$aMathematics of Computing.
615 24$aArtificial Intelligence.
615 24$aComputer Engineering and Networks.
615 24$aComputer Vision.
676   $a516.00285
702   $aNielsen$b Frank
702   $aBarbaresco$b Fre?de?ric
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910736004503321
996   $aGeometric Science of Information$92531579
997   $aUNINA