Progress in Information Geometry

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).


Progress in Information Geometry
Language: en
Pages: 274
Authors: Frank Nielsen
Categories: Science
Type: BOOK - Published: 2021-03-14 - Publisher: Springer Nature

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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 be
Methods of Information Geometry
Language: en
Pages: 220
Authors: Shun-ichi Amari
Categories: Computers
Type: BOOK - Published: 2000 - Publisher: American Mathematical Soc.

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Information geometry provides the mathematical sciences with a fresh framework of analysis. This book presents a comprehensive introduction to the mathematical
Information Geometry
Language: en
Pages: 0
Authors: Nihat Ay
Categories: Mathematics
Type: BOOK - Published: 2018-08-14 - Publisher: Springer

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The book provides a comprehensive introduction and a novel mathematical foundation of the field of information geometry with complete proofs and detailed backgr
Recent Progress In Differential Geometry And Its Related Fields - Proceedings Of The 2nd International Colloquium On Differential Geometry And Its Related Fields
Language: en
Pages: 207
Authors: Toshiaki Adachi
Categories: Mathematics
Type: BOOK - Published: 2011-09-01 - Publisher: World Scientific

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This volume contains the contributions by the main participants of the 2nd International Colloquium on Differential Geometry and its Related Fields (ICDG2010),
Information Geometry
Language: en
Pages: 263
Authors: Khadiga Arwini
Categories: Mathematics
Type: BOOK - Published: 2008-07-19 - Publisher: Springer

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This volume uses information geometry to give a common differential geometric framework for a wide range of illustrative applications including amino acid seque