GraphExp extracts small acyclic subgraphs that faithfully reproduce a target node's belief-propagation marginal on large cyclic Markov random fields.
Sensitivity analysis in markov networks
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Scalable Explanation of Inferences on Large Graphs
GraphExp extracts small acyclic subgraphs that faithfully reproduce a target node's belief-propagation marginal on large cyclic Markov random fields.