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Geometric Structures of Information – Civil Engineering Community

Geometric Structures of Information – Civil Engineering Community


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.

Details

Title Geometric Structures of Information
Author Frank Nielsen (Editor)
Language English
ISBN ISBN-13: 978-3030025199 ISBN-10: 3030025195
Size  8 MB
Download Method Direct Download  
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