Sequential auxiliary particle belief propagation
This paper discloses a novel algorithm for efficient inference in undirected graphical models using Sequential Monte Carlo (SMC) based numerical approximation techniques. The methodology developed, titled "Auxiliary Particle Belief Propagation", extends the applicability of the much celebr...
| Main Authors: | , , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2005
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