Publication
Title
The exponential family in abstract information theory
Author
Abstract
We introduce generalized notions of a divergence function and a Fisher information matrix. We propose to generalize the notion of an exponential family of models by reformulating it in terms of the Fisher information matrix. Our methods are those of information geometry. The context is general enough to include applications from outside statistics.
Language
English
Source (journal)
Lecture notes in computer science
Publication
2013
Volume/pages
8085(2013), p. 265-272
Full text (Publisher's DOI)
UAntwerpen
Faculty/Department
Research group
Publication type
Subject
Affiliation
Publications with a UAntwerp address
External links
Record
Identification
Creation 03.09.2013
Last edited 23.12.2015
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