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Documents The famous “sprinkler” example (J. Pearl, Probabilistic Reasoning in Intelligent Systems, 1988)

Slide 1The famous “sprinkler” example (J. Pearl, Probabilistic Reasoning in Intelligent Systems, 1988) Slide 2 Recall rule for inference in Bayesian networks: Example:…

Documents Conditional Independence

Conditional Independence As with absolute independence, the equivalent forms of X and Y being conditionally independent given Z can also be used: P(X|Y, Z) = P(X|Z) and P(Y|X,…

Documents QUIZ!!

CS 294-5: Statistical Natural Language Processing QUIZ!! T/F: Rejection Sampling without weighting is not consistent. FALSE T/F: Rejection Sampling (often) converges faster…