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Probabilistic Inference: Exact and Sampling Methods
A handbook for answering probability queries in structured models using exact inference, variable elimination, message passing and Monte Carlo sampling methods.
Every page in the KEVOS library tagged variable elimination. 2 pages.
A handbook for answering probability queries in structured models using exact inference, variable elimination, message passing and Monte Carlo sampling methods.
Computing posterior risk given evidence — exact inference by elimination, and Monte Carlo estimation when the model is too tangled to solve exactly.