Geometric Structures of Information

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Éditeur :

Springer


Collection :

Signals and Communication Technology

Paru le : 2018-11-19

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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.
Pages
392 pages
Collection
Signals and Communication Technology
Parution
2018-11-19
Marque
Springer
EAN papier
9783030025199
EAN PDF
9783030025205

Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
39
Taille du fichier
45957 Ko
Prix
147,69 €
EAN EPUB
9783030025205

Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
39
Taille du fichier
46356 Ko
Prix
147,69 €