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An algorithmic approach to the optimization of importance sampling parameters in digital communication system simulation.
Michael Devetsikiotis
J. Keith Townsend
Published in:
IEEE Trans. Commun. (1993)
Keyphrases
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importance sampling
monte carlo
approximate inference
markov chain
particle filtering
kalman filter
rare events
markov chain monte carlo
parameter estimation
maximum likelihood
parameter values
probabilistic model
genetic algorithm
parameter space
posterior distribution
active learning
prior knowledge