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OverviewThis 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. Full Product DetailsAuthor: Frank Nielsen , Frédéric BarbarescoPublisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K Edition: 2013 ed. Volume: 8085 Dimensions: Width: 15.50cm , Height: 4.60cm , Length: 23.50cm Weight: 1.353kg ISBN: 9783642400193ISBN 10: 3642400191 Pages: 879 Publication Date: 08 August 2013 Audience: College/higher education , Professional and scholarly , Postgraduate, Research & Scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of ContentsGeometric statistics on manifolds and Lie groups.- Deformations in shape spaces.- Differential Geometry in Signal Processing.- Relational Metric.- Discrete Metric Spaces.- Computational Information Geometry.- 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.- Hessian Information Geometry.- Geometry of Audio Processing.- Geometry of Inverse Problems.- Algebraic/Infinite dimensional/Banach Information Manifolds.- Information Geometry Manifolds.- Algorithms on Manifolds.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |
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