Graph generative models from information theory

Generative models are commonly used in statistical pattern recognition to describe the probability distributions of patterns in a vector space. In recent years, sustained by the wide range of mathematical tools available in vector space, many algorithms for constructing generative models have been d...

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Bibliographic Details
Main Author: Han, Lin
Other Authors: Hancock, Edwin ; Wilson, Richard
Published: University of York 2012
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.568127