The Information Geometry of Bregman Divergences and Some Applications in Multi-Expert Reasoning

The Information Geometry of Bregman Divergences and Some Applications in Multi-Expert Reasoning

The aim of this paper is to develop a comprehensive study of the geometry involved in combining Bregman divergences with pooling operators over closed convex sets in a discrete probabilistic space. A particular connection we develop leads to an iterative procedure, which is similar to the alternatin...

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Bibliographic Details
Main Author: Martin Adamčík
Format: Article
Language:English
Published: MDPI AG 2014-12-01
Series:Entropy
Subjects:
Bregman divergence
information geometry
pooling operator
discrete probability function
probabilistic merging
multi-expert reasoning
Online Access:http://www.mdpi.com/1099-4300/16/12/6338

Internet

http://www.mdpi.com/1099-4300/16/12/6338

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