LEADER 03043nam 2200553 450 001 9910736013603321 005 20230921013252.0 010 $a3-031-38299-4 024 7 $a10.1007/978-3-031-38299-4 035 $a(MiAaPQ)EBC30670670 035 $a(Au-PeEL)EBL30670670 035 $a(DE-He213)978-3-031-38299-4 035 $a(PPN)272250082 035 $a(EXLCZ)9927899796000041 100 $a20230921d2023 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aGeometric science of information $e6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part II /$fFrank Nielsen and Fre?de?ric Barbaresco, editors 205 $a1st ed. 2023. 210 1$aCham, Switzerland :$cSpringer Nature Switzerland AG,$d[2023] 210 4$dİ2023 215 $a1 online resource (669 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14072 311 08$aPrint version: Nielsen, Frank Geometric Science of Information Cham : Springer,c2023 9783031382987 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,$x1611-3349 ;$v14072 606 $aComputer science$xMathematics 606 $aInformation science 606 $aGeometry$xData processing 606 $aArtificial intelligence 615 0$aComputer science$xMathematics. 615 0$aInformation science. 615 0$aGeometry$xData processing. 615 0$aArtificial intelligence. 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 $a9910736013603321 996 $aGeometric Science of Information$92531579 997 $aUNINA