Geometric Structures of Information Hardback
Edited by Frank Nielsen
Part of the Signals and Communication Technology series
Hardback
Description
This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions between several branches of science: information science, mathematics and physics.
It addresses interrelations between different mathematical domains like shape spaces, probability/optimization & algorithms on manifolds, relational and discrete metric spaces, computational and Hessian information geometry, algebraic/infinite dimensional/Banach information manifolds, divergence geometry, tensor-valued morphology, optimal transport theory, manifold & topology learning, and applications like geometries of audio-processing, inverse problems and signal processing. The book collects the most important contributions to the conference GSI’2017 – Geometric Science of Information.
Information
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Item not Available
- Format:Hardback
- Pages:392 pages, 36 Illustrations, color; 13 Illustrations, black and white; VIII, 392 p. 49 illus., 36 il
- Publisher:Springer Nature Switzerland AG
- Publication Date:29/11/2018
- Category:
- ISBN:9783030025199
Information
-
Item not Available
- Format:Hardback
- Pages:392 pages, 36 Illustrations, color; 13 Illustrations, black and white; VIII, 392 p. 49 illus., 36 il
- Publisher:Springer Nature Switzerland AG
- Publication Date:29/11/2018
- Category:
- ISBN:9783030025199
