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Importance Sampling in Bayesian Networks: An Influence-Based Approximation Strategy for Importance Functions
Changhe Yuan
Marek J. Druzdzel
Published in:
CoRR (2012)
Keyphrases
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importance sampling
bayesian networks
monte carlo
approximate inference
markov chain
rare events
kalman filter
particle filter
probabilistic inference
particle filtering
markov chain monte carlo
computer vision
conditional probabilities
incomplete data
posterior distribution
maximum likelihood
distributed systems