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Pseudo-Marginal Inference for CTMCs on Infinite Spaces via Monotonic Likelihood Approximations.
Miguel Biron-Lattes
Alexandre Bouchard-Côté
Trevor Campbell
Published in:
J. Comput. Graph. Stat. (2023)
Keyphrases
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maximum likelihood
bayesian networks
probabilistic inference
bayesian model
random fields
bayesian inference
expectation propagation
neural network
image segmentation
hidden markov models
probability distribution
likelihood function
variational methods
log likelihood
partition function
variational approximation