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Progress in Information Geometry : Theory and Applications | 1st edition

by Frank Nielsen

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Publisher Springer Nature
Language English
Book type Hardcover
Utgiven 2021-03-11
Edition 1
ISBN 9783030654580
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Description

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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