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NeuroBE: NN Approximations to Bucket Elimination
A major limiting factor in graphical model inference is the complexity of computing the partition function.
Join-Graph Propagation Algorithms
The paper investigates parameterized approximate message-passing schemes that are based on bounded inference and are inspired by Pearl's belief propagation algorithm (BP).
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