英语翻译The most popular exact inference algorithm is a variant of the Junction Treealgorithm,called Eelief Propagation (BP) [53].In BP,we propagate a set of messages carrying the in-teraction information through a tree modeluntil they achieve co
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英语翻译
The most popular exact inference algorithm is a variant of the Junction Treealgorithm,
called Eelief Propagation (BP) [53].In BP,we propagate a set of messages carrying the in-
teraction information through a tree modeluntil they achieve consistency.The marginals or
modes of the model distribution can becomputed from those messages.Two key compogents
in the BP algorithm are the way thatmessages are exchanged between neighboring nodes and the global protocol for the message propagation [41,89].
从第二段开始 图片为准,请参照图片,
使用最多的精确推算算法是联合树算法的一个变体,被称为贝力弗扩散.在这种算法中,扩散一套信息时,同时通过一个树模型携带交互信息,直到达到一致.BP算法中的两个关键组件是相邻节点的信息交换方式,以及信息扩散的全球性协议.
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