000 02036nam a2200349Ia 4500
000 02823nam a22003735i 4500
001 978-3-031-38271-0
003 DE-He213
005 20240319121020.0
007 cr nn 008mamaa
008 230731s2023 sz | s |||| 0|eng d
020 _a9783031382710
_9978-3-031-38271-0
082 _a4.0151
245 _aGeometric Science of Information
_cedited by Frank Nielsen, Frédéric Barbaresco.
_h[electronic resource] :
250 _a1st ed. 2023.
260 _aCham
_bSpringer Nature Switzerland
_c2023
300 _aXLV, 624 p. 114 illus., 69 illus. in color.
_bonline resource.
520 _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.
650 _aArtificial intelligence.
_935406
650 _aArtificial Intelligence.
_935407
650 _aComputer Engineering and Networks.
_935408
650 _aComputer engineering.
_935409
650 _aComputer networks .
_935410
650 _aComputer science
_935411
650 _aComputer vision.
_935412
650 _aComputer Vision.
_935413
650 _aMathematics of Computing.
_935414
700 _aBarbaresco, Frédéric.
_935415
700 _aNielsen, Frank.
_935416
856 _uhttps://doi.org/10.1007/978-3-031-38271-0
942 _cEBK
_2ddc
999 _c15556
_d15556