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Information Geometry and Its Applications
Language: en
Pages: 378
Authors: Shun-ichi Amari
Categories: Mathematics
Type: BOOK - Published: 2016-02-02 - Publisher: Springer

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This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geomet
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
Computational Information Geometry
Language: en
Pages: 312
Authors: Frank Nielsen
Categories: Technology & Engineering
Type: BOOK - Published: 2016-11-24 - Publisher: Springer

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This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals. It pr
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
Matrix Information Geometry
Language: en
Pages: 454
Authors: Frank Nielsen
Categories: Technology & Engineering
Type: BOOK - Published: 2012-08-07 - Publisher: Springer Science & Business Media

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This book presents advances in matrix and tensor data processing in the domain of signal, image and information processing. The theoretical mathematical approac
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