Geometric Structures of Information

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Nielsen, Frank (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Signals and Communication Technology,
• Θέματα: Electrical engineering.; Coding theory.; Information theory.; Global analysis (Mathematics).; Manifolds (Mathematics).; Communications Engineering, Networks.; Coding and Information Theory.; Global Analysis and Analysis on Manifolds.

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 dom...

Πίνακας περιεχομένων:

• Rho-Tau Embedding of Statistical Models
• A class of non-parametric deformed exponential statistical models
• Statistical Manifolds Admitting Torsion and Partially Flat Spaces
• Conformal attening on the probability simplex and its applications to Voronoi partitions and centroids Atsumi Ohara
• Monte Carlo Information-Geometric Structures
• Information geometry in portfolio theory
• Generalising Frailty Assumptions in Survival Analysis: a Geometric Approach
• Some Universal Insights on Divergences for Statistics, Machine Learning and Articial Intelligence
• Information-Theoretic Matrix Inequalities and Diusion Processes on Unimodular Lie Groups.