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Causal Graphs Underlying Generative Models: Path to Learning with Limited Data.
Samuel C. Hoffman
Kahini Wadhawan
Payel Das
Prasanna Sattigeri
Karthikeyan Shanmugam
Published in:
CoRR (2022)
Keyphrases
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generative model
prior knowledge
data sets
hidden variables
discriminative learning
learned models
probabilistic model
bayesian networks
machine learning
probability distribution
unsupervised learning
conditional random fields
boltzmann machine