bokomslag Geometric Structures of Information
Vetenskap & teknik

Geometric Structures of Information

Frank Nielsen

Inbunden

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  • 392 sidor
  • 2018
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.
  • Författare: Frank Nielsen
  • Illustratör: Bibliographie
  • Format: Inbunden
  • ISBN: 9783030025199
  • Språk: Engelska
  • Antal sidor: 392
  • Utgivningsdatum: 2018-11-29
  • Förlag: Springer Nature Switzerland AG