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Critchley, Frank

Computational Information Geometry

Critchley, Frank - Computational Information Geometry, ebook

199,90€

Ebook, PDF with Adobe DRM
ISBN: 9783319470580
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Table of contents

1. Information Geometry and Its Applications: An Overview
Frank Critchley, Paul Marriott

2. Towards the Geometry of Model Sensitivity: An Illustration
Karim Anaya-Izquierdo, Frank Critchley, Paul Marriott, Paul Vos

3. On the Geometric Interplay Between Goodness-of-Fit and Estimation: Illustrative Examples
Karim Anaya-Izquierdo, Frank Critchley, Paul Marriott, Paul Vos

4. Spontaneous Learning for Data Distributions via Minimum Divergence
Shinto Eguchi, Akifumi Notsu, Osamu Komori

5. Extrinsic Projection of Itô SDEs on Submanifolds with Applications to Non-linear Filtering
John Armstrong, Damiano Brigo

6. Fast (1+epsilon )



(
1
+
?
)



-Approximation of the Löwner Extremal Matrices of High-Dimensional Symmetric Matrices
Frank Nielsen, Richard Nock

7. Dimensionality Reduction for Information Geometric Characterization of Surface Topographies
C. T. J. Dodson, M. Mettänen, W. W. Sampson

8. On Clustering Financial Time Series: A Need for Distances Between Dependent Random Variables
Gautier Marti, Frank Nielsen, Philippe Donnat, Sébastien Andler

9. The Geometry of Orthogonal-Series, Square-Root Density Estimators: Applications in Computer Vision and Model Selection
Adrian M. Peter, Anand Rangarajan, Mark Moyou

10. Dimensionality Reduction for Measure Valued Evolution Equations in Statistical Manifolds
Damiano Brigo, Giovanni Pistone

11. Batch and Online Mixture Learning: A Review with Extensions
Christophe Saint-Jean, Frank Nielsen

Keywords: Engineering, Signal, Image and Speech Processing, Statistics and Computing/Statistics Programs, Probability Theory and Stochastic Processes, Coding and Information Theory, Biomedical Engineering

Editor
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Signals and Communication Technology
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319470580
Printed ISBN
978-3-319-47056-6

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