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An ABC interpretation of the multiple auxiliary variable method

Published 27 Apr 2016 in stat.CO and stat.ML | (1604.08102v1)

Abstract: We show that the auxiliary variable method (M{\o}ller et al., 2006; Murray et al., 2006) for inference of Markov random fields can be viewed as an approximate Bayesian computation method for likelihood estimation.

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