Data & IT

Geometric Science of Information

Frank Nielsen • Frdric Barbaresco

Pocket

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879 sidor
2013

This book constitutes the refereed proceedings of the First International Conference on Geometric Science of Information, GSI 2013, held in Paris, France, in August 2013. The nearly 100 papers presented were carefully reviewed and selected from numerous submissions and are organized into the following thematic sessions: Geometric Statistics on Manifolds and Lie Groups, Deformations in Shape Spaces, Differential Geometry in Signal Processing, Relational Metric, Discrete Metric Spaces, Computational Information Geometry, Hessian Information Geometry I and II, Computational Aspects of Information Geometry in Statistics, Optimization on Matrix Manifolds, Optimal Transport Theory, Probability on Manifolds, Divergence Geometry and Ancillarity, Entropic Geometry, Tensor-Valued Mathematical Morphology, Machine/Manifold/Topology Learning, Geometry of Audio Processing, Geometry of Inverse Problems, Algebraic/Infinite dimensional/Banach Information Manifolds, Information Geometry Manifolds, and Algorithms on Manifolds.

Författare: Frank Nielsen, Frdric Barbaresco
Format: Pocket/Paperback
ISBN: 9783642400193
Språk: Engelska
Antal sidor: 879
Utgivningsdatum: 2013-08-08
Förlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K