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" Geometric structures of information / "
Frank Nielsen, editor.
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BL
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| Record Number
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859801
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| Main Entry
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GSI (Conference)(3rd :2017 :, Paris, France),author.
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| Title & Author
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Geometric structures of information /\ Frank Nielsen, editor.
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| Publication Statement
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Cham, Switzerland :: Springer,, [2019]
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| Series Statement
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Signals and communication technology
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| Page. NO
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1 online resource
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| ISBN
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3030025209
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: 9783030025205
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3030025195
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9783030025199
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Includes bibliographical references.
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| Abstract
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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"--Page 4 of cover.
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Data structures (Computer science), Congresses.
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Geometrical models in statistics, Congresses.
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Geometry, Differential, Congresses.
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Information theory in mathematics, Congresses.
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Coding theory cryptology.
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Communications engineering-- telecommunications.
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Data structures (Computer science)
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Geometrical models in statistics.
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Geometry, Differential.
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Information theory in mathematics.
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MATHEMATICS-- Applied.
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MATHEMATICS-- Geometry-- Differential.
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MATHEMATICS-- Probability Statistics-- General.
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Numerical analysis.
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| Dewey Classification
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519.5
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| LC Classification
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QA276.23G75 2019
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| Added Entry
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Nielsen, Frank
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