ENGLISH

Progress in Information Geometry: Theory and Applications

By Frank Nielsen (editor)

Book information

Publisher
Springer
Year
2021
ISBN
3030654583, 9783030654580
Language
english
Format
EPUB
Filesize
23 MB (24639122 bytes)
Series
Signals and Communication Technology
Edition
1
Pages
286\0
Time added
2021-10-26 16:54:58

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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