Geometric Structures of Information

Geometric Structures of Information
Author :
Publisher : Springer
Total Pages : 395
Release :
ISBN-10 : 9783030025205
ISBN-13 : 3030025209
Rating : 4/5 (209 Downloads)

Book Synopsis Geometric Structures of Information by : Frank Nielsen

Download or read book Geometric Structures of Information written by Frank Nielsen and published by Springer. This book was released on 2018-11-19 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. The book collects the most important contributions to the conference GSI’2017 – Geometric Science of Information.


Geometric Structures of Information Related Books

Geometric Structures of Information
Language: en
Pages: 395
Authors: Frank Nielsen
Categories: Technology & Engineering
Type: BOOK - Published: 2018-11-19 - Publisher: Springer

GET EBOOK

This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions betwe
Geometric Aspects of Probability Theory and Mathematical Statistics
Language: en
Pages: 314
Authors: V.V. Buldygin
Categories: Mathematics
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

GET EBOOK

It is well known that contemporary mathematics includes many disci plines. Among them the most important are: set theory, algebra, topology, geometry, functiona
Architecture of Mathematics
Language: en
Pages: 383
Authors: Simon Serovajsky
Categories: Mathematics
Type: BOOK - Published: 2020-08-11 - Publisher: CRC Press

GET EBOOK

Architecture of Mathematics describes the logical structure of Mathematics from its foundations to its real-world applications. It describes the many interweavi
Introduction to Non-linear Algebra
Language: en
Pages: 286
Authors: Valeri? Valer?evich Dolotin
Categories: Mathematics
Type: BOOK - Published: 2007 - Publisher: World Scientific

GET EBOOK

Literaturverz. S. 267 - 269
High-Dimensional Probability
Language: en
Pages: 299
Authors: Roman Vershynin
Categories: Business & Economics
Type: BOOK - Published: 2018-09-27 - Publisher: Cambridge University Press

GET EBOOK

An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.