| Geometric Structures of Information 2019 Edition Contributor(s): Nielsen, Frank (Editor) |
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ISBN: 3030025195 ISBN-13: 9783030025199 Publisher: Springer OUR PRICE: $161.49 Product Type: Hardcover Published: November 2018 |
| Additional Information |
| BISAC Categories: - Technology & Engineering | Telecommunications - Computers | Information Theory - Mathematics | Mathematical Analysis |
| Dewey: 003.54 |
| Series: Signals and Communication Technology |
| Physical Information: 0.88" H x 6.14" W x 9.21" (1.62 lbs) 392 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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. |