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Inference in Bayesian Networks

Inference in Bayesian Networks. Agenda. Reading off independence assumptions Efficient inference in Bayesian Networks Top-down inference Variable elimination Monte-Carlo methods. Some Applications of BN. Medical diagnosis Troubleshooting of hardware/software systems

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Inference in Bayesian Networks