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Bayesian Networks

Bayesian Networks. What is the likelihood of X given evidence E? i.e. P(X|E) = ?. Issues. Representational Power allows for unknown, uncertain information Inference Question: What is Probability of X if E is true. Processing: in general, exponential Acquisition or Learning

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Bayesian Networks