Geometric Theory of Information

Geometric Theory of Information

Nielsen, Frank

Springer International Publishing AG

09/2016

392

Mole

Inglês

9783319351810

15 a 20 dias

6088

Descrição não disponível.
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 ?-connections.- A Riemannian geometry in the q-exponential Banach manifold induced by q-divergences.- Computational algebraic methods in efficient estimation.
Banach Information Manifolds;Computational Information Geometry;GSI'2013 - Geometric Science of Information;Information Analysis;Information Ranking;Shape Spaces;Shape Variability;remote sensing/photogrammetry