Progress In Information Geometry
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Progress in Information Geometry
Author | : Frank Nielsen |
Publisher | : Springer Nature |
Total Pages | : 274 |
Release | : 2021-03-14 |
Genre | : Science |
ISBN | : 3030654591 |
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This book focuses on information-geometric manifolds of structured data and models and related applied mathematics. It features new and fruitful interactions between several branches of science: Advanced Signal/Image/Video Processing, Complex Data Modeling and Analysis, Statistics on Manifolds, Topology/Machine/Deep Learning and Artificial Intelligence. The selection of applications makes the book a substantial information source, not only for academic scientist but it is also highly relevant for industry. The book project was initiated following discussions at the international conference GSI’2019 – Geometric Science of Information that was held at ENAC, Toulouse (France).
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