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Factor graph based factorization distribution algorithm

Published • Jul 6, 2013
NobleIDNI7P16W70R40S09
Authors:
B. Hoda Helmi
,
Adel T. Rahamani
,
Martin Pelikán

Abstract

We propose an optimization algorithm in which a factor graph is used to encode the underlying distribution of the problem. The factor graph is learned using symmetric non-negative matrix factorization (SNMF) approach and bivariate statistics. Based on experimental and theoretical discussions, the pr...

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