Bayesian inference for undirected graphical models is mostly restricted to the class of decomposable graphs, as they enjoy a rich set of properties making them amenable to high-dimensional problems...

中文翻译：

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使用连接树上的马尔可夫链对可分解图进行并行采样


无向图模型的贝叶斯推理主要限于可分解图类别，因为它们具有丰富的属性，使它们能够解决高维问题......