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.
|Title||Geometric Structures of Information|
|Author||Frank Nielsen (Editor)|
|ISBN||ISBN-13: 978-3030025199 ISBN-10: 3030025195|
|Download Method||Direct Download|
|Download Links||BECOME A MEMBER VIEW DOWNLOAD LINKS|