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Automatic Alignment of Sequential Monte Carlo Inference in Higher-Order Probabilistic Programs.
Daniel Lundén
David Broman
Fredrik Ronquist
Lawrence M. Murray
Published in:
CoRR (2018)
Keyphrases
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sequential monte carlo
higher order
bayesian networks
inference process
belief networks
particle filter
visual tracking
probabilistic model
markov random field
importance sampling
search algorithm
prior knowledge
posterior probability