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Parallel Algorithm for Learning Optimal Bayesian Network Structure

Published in Journal of Machine Learning Research • Jul 1, 2011
Authors:
TamadaYoshinori
,
ImotoSeiya
,
MiyanoSatoru

Abstract

We present a parallel algorithm for the score-based optimal structure search of Bayesian networks. This algorithm is based on a dynamic programming (DP) algorithm having O(n ⋅ 2n) time and space co...

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