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nielsen frank (curatore) - geometric theory of information
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Geometric Theory of Information




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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 09/2016
Edizione: Softcover reprint of the original 1st ed. 2014





Trama

This book brings together geometric tools and their applications for Information analysis. It collects current and many uses of in the interdisciplinary fields of Information Geometry Manifolds in Advanced Signal, Image & Video Processing, Complex Data Modeling and Analysis, Information Ranking and Retrieval, Coding, Cognitive Systems, Optimal Control, Statistics on Manifolds, Machine Learning, Speech/sound recognition and natural language treatment which are also substantially relevant for the industry.




Sommario

Preface.- Divergence Functions and Geometric Structures They Induce on a Manifold.- Geometry on Positive Definite Matrices Deformed by V-potentials and Its Submanifold Structure.- Hessian structures and divergence functions on deformed exponential families.- Harmonic maps relative to a-connections.- A Riemannian geometry in the q-exponential Banach manifold induced by q-divergences.- Computational algebraic methods in efficient estimation.










Altre Informazioni

ISBN:

9783319351810

Condizione: Nuovo
Collana: Signals and Communication Technology
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XII, 392 p. 81 illus., 60 illus. in color.
Pagine Arabe: 392
Pagine Romane: xii


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