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Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models.
Matej Zecevic
Devendra Singh Dhami
Athresh Karanam
Sriraam Natarajan
Kristian Kersting
Published in:
NeurIPS (2021)
Keyphrases
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causal inference
probabilistic model
sum product
additive noise
message passing
causal models
graphical models
bayesian inference
nonmonotonic reasoning
generative model
abductive reasoning
expectation maximization
discrete data
np hard
particle filter
inference rules