pgm终

这里罗列一些看完此书后遗留的问题：

• 常用 model 通过 BP/LBP 重新审视 inference 部分
• Lauritzen algorithm/Lauritzen-Spiegelhalter algorithm
• turbo codec 与 LBP
• Gaussian processes 与 Gaussian MRF，上面的 EP
• BDe prior
• Dirichlet process
• Markov logic nets 上的 structure learning 与 training/inference
• causal models

嗯，革命尚未成功，同志仍需努力！

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And he said, Lay not your hand on the lad, neither do you any thing to him: for now I know that you fear God, seeing you have not withheld your son, your only son from me.