000 | 02036nam a2200349Ia 4500 | ||
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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 |
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082 | _a4.0151 | ||
245 |
_aGeometric Science of Information _cedited by Frank Nielsen, Frédéric Barbaresco. _h[electronic resource] : |
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250 | _a1st ed. 2023. | ||
260 |
_aCham _bSpringer Nature Switzerland _c2023 |
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300 |
_aXLV, 624 p. 114 illus., 69 illus. in color. _bonline resource. |
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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 |
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650 |
_aArtificial Intelligence. _935407 |
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650 |
_aComputer Engineering and Networks. _935408 |
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650 |
_aComputer engineering. _935409 |
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650 |
_aComputer networks . _935410 |
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650 |
_aComputer science _935411 |
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650 |
_aComputer vision. _935412 |
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650 |
_aComputer Vision. _935413 |
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650 |
_aMathematics of Computing. _935414 |
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700 |
_aBarbaresco, Frédéric. _935415 |
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700 |
_aNielsen, Frank. _935416 |
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856 | _uhttps://doi.org/10.1007/978-3-031-38271-0 | ||
942 |
_cEBK _2ddc |
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999 |
_c15556 _d15556 |