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Semi-symbolic inference for efficient streaming probabilistic programming.
Eric Atkinson
Charles Yuan
Guillaume Baudart
Louis Mandel
Michael Carbin
Published in:
Proc. ACM Program. Lang. (2022)
Keyphrases
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bayesian networks
bayesian reasoning
programming language
real time
belief networks
probabilistic reasoning
cost effective
uncertain data
probabilistic logic
inference process
probabilistic model
probabilistic networks
probabilistic inference
end to end
lightweight
high level
learning algorithm