Linear response algorithms for approximate inference in graphical models.
Belief propagation (BP) on cyclic graphs is an efficient algorithm for computing approximate marginal probability distributions over single nodes and neighboring nodes in the graph. However, it does not prescribe a way to compute joint distributions over pairs of distant nodes in the graph. In this...
| Main Authors: | , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2004
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