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Tractable Bayesian Inference of Time-Series Dependence Structure.
Michael Siracusa
John W. Fisher III
Published in:
AISTATS (2009)
Keyphrases
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bayesian inference
dependence structure
markov networks
probabilistic model
prior information
probabilistic graphical models
hyperparameters
marginal distributions
hidden variables
higher order statistics
particle filter
non stationary
structured prediction
decision trees
prior knowledge
maximum likelihood