| 书目名称 | Geometric Science of Information |
| 副标题 | 5th International Co |
| 编辑 | Frank Nielsen,Frédéric Barbaresco |
| 视频video | http://file.papertrans.cn/384/383604/383604.mp4 |
| 丛书名称 | Lecture Notes in Computer Science |
| 图书封面 |  |
| 描述 | This book constitutes the proceedings of the 5th International Conference on Geometric Science of Information, GSI 2021, held in Paris, France, in July 2021..The 98 papers presented in this volume were carefully reviewed and selected from 125 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: Probability and statistics on Riemannian Manifolds; sub-Riemannian geometry and neuromathematics; shapes spaces; geometry of quantum states; geometric and structure preserving discretizations; information geometry in physics; Lie group machine learning; geometric and symplectic methods for hydrodynamical models; harmonic analysis on Lie groups; statistical manifold and Hessian information geometry; geometric mechanics; deformed entropy, cross-entropy, and relative entropy; transformation information geometry; statistics, information and topology; geometric deep learning; topological and geometrical structures in neurosciences; computational information geometry; manifold and optimiza |
| 出版日期 | Conference proceedings 2021 |
| 关键词 | artificial intelligence; computer vision; correlation analysis; image coding; image processing; image rec |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-030-80209-7 |
| isbn_softcover | 978-3-030-80208-0 |
| isbn_ebook | 978-3-030-80209-7Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
| issn_series | 0302-9743 |
| copyright | Springer Nature Switzerland AG 2021 |
|Archiver|手机版|小黑屋|
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