Progress in information geometry : theory and applications /

Progress in information geometry : theory and applications /

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Bibliographic Details
Imprint:	Cham : Springer, [2021]
Description:	1 online resource (282 pages).
Language:	English
Series:	Signals and communication technology Signals and communication technology.
Subject:	Manifolds (Mathematics) Manifolds (Mathematics) Electronic books.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/12611546

Hidden Bibliographic Details
Other authors / contributors:	Nielsen, Frank, editor.
ISBN:	9783030654597 3030654591 9783030654580 3030654583
Notes:	Description based upon print version of record.
Summary:	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 GSI2019 Geometric Science of Information that was held at ENAC, Toulouse (France).
Other form:	Print version: Nielsen, Frank Progress in Information Geometry Cham : Springer International Publishing AG,c2021 9783030654580
Standard no.:	10.1007/978-3-030-65459-7

Description
Summary:	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).
Physical Description:	1 online resource (282 pages).
ISBN:	9783030654597 3030654591 9783030654580 3030654583