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