Computational Information Geometry

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 )



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-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

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