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Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters.
Marco Grzegorczyk
Dirk Husmeier
Published in:
AISTATS (2012)
Keyphrases
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dynamic bayesian networks
state variables
approximate inference
bayesian networks
particle filtering
parameter settings
maximum likelihood
parameter estimation
structure learning
higher order
cross validation
parameter space
maximum likelihood estimation