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15

CIMCA
2005
IEEE

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Linear Response Formula in Generalized Belief Propagation for Probabilistic Inference

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Linear Response Formula in Generalized Belief Propagation for Probabilistic Inference

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Linear response formulas for the generalized belief propagation in approximate inference are derived by using generalized belief propagation. The linear response formulas can give us the marginal probability between every pair of nodes and we obtain good accuracy in some examples of practical probabilistic inferences.

Kazuyuki Tanaka

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Belief Propagation | CIMCA 2005 | Linear Response Formulas | Practical Probabilistic Inferences |

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Added	24 Jun 2010
Updated	24 Jun 2010
Type	Conference
Year	2005
Where	CIMCA
Authors	Kazuyuki Tanaka

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