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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 GSI2017 Geometric Science of Information.
- Illustratör: Bibliographie
- Format: Inbunden
- ISBN: 9783030025199
- Språk: Engelska
- Antal sidor: 392
- Utgivningsdatum: 2018-11-29
- Förlag: Springer Nature Switzerland AG