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Geometric Science of Information

  • Kartonierter Einband
  • 877 Seiten
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This book constitutes the refereed proceedings of the Third International Conference on Geometric Science of Information, GSI 2017... Weiterlesen
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Beschreibung

This book constitutes the refereed proceedings of the Third International Conference on Geometric Science of Information, GSI 2017, held in Paris, France, in November 2017.

The 101 full papers presented were carefully reviewed and selected from 113 submissions and are organized into the following subjects:

statistics on non-linear data; shape space; optimal transport and applications: image processing; optimal transport and applications: signal processing; statistical manifold and hessian information geometry; monotone embedding in information geometry; information structure in neuroscience; geometric robotics and tracking; geometric mechanics and robotics; stochastic geometric mechanics and Lie group thermodynamics; probability on Riemannian manifolds; divergence geometry; non-parametric information geometry; optimization on manifold; computational information geometry; probability density estimation; session geometry of tensor-valued data; geodesic methods with constraints; applications of distance geometry.



Includes supplementary material: sn.pub/extras



Inhalt
Statistics on non-linear data.- Shape space.- Optimal Transport & Applications.- Statistical Manifold & Hessian Information Geometry.- Statistical Manifold and Hessian Information Geometry.- Monotone Embedding in Information Geometry.- Information Structure in Neuroscience.- Geometric Robotics and Tracking.- Geometric Mechanics and Robotics.- Stochastic Geometric Mechanics and Lie Group Thermodynamics.- Probability on Riemannian Manifolds.- Divergence Geometry.- Non-parametric Information Geometry.- Optimization on Manifold.- Computational Information Geometry.- Probability Density Estimation.- Session Geometry of Tensor-Valued Data.- Geodesic Methods with Constraints.- Applications of Distance Geometry.

Produktinformationen

Titel: Geometric Science of Information
Untertitel: Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings
Editor:
EAN: 9783319684444
ISBN: 978-3-319-68444-4
Format: Kartonierter Einband
Herausgeber: Springer, Berlin
Genre: Informatik
Anzahl Seiten: 877
Gewicht: 1372g
Größe: H48mm x B237mm x T156mm
Jahr: 2017
Untertitel: Englisch
Auflage: 1st ed. 2017

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