Geometric Structures Of Information
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Geometric Structures of Information
Author | : Frank Nielsen |
Publisher | : Springer |
Total Pages | : 395 |
Release | : 2018-11-19 |
Genre | : Technology & Engineering |
ISBN | : 3030025209 |
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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.
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