135 citations · 307 across the 31 of their papers we have counts for
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cs.AI2013★ 6 cited
Dynamic Blocking and Collapsing for Gibbs Sampling
Deepak Venugopal, Vibhav Gogate
In this paper, we investigate combining blocking and collapsing -- two widely used strategies for improving the accuracy of Gibbs sampling -- in the context of probabilistic graphi…
cs.AI2013★ 4 cited
Structured Message Passing
Vibhav Gogate, Pedro Domingos
In this paper, we present structured message passing (SMP), a unifying framework for approximate inference algorithms that take advantage of structured representations such as alge…