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Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges.
Audrey Poinsot
Alessandro Leite
Nicolas Chesneau
Michèle Sebag
Marc Schoenauer
Published in:
CoRR (2024)
Keyphrases
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discriminative learning
generative model
learned models
causal models
learning algorithm
boltzmann machine
deep belief networks
parameter learning
hidden variables
unsupervised learning
prior knowledge
mixture model
supervised learning
probabilistic model
structural model
learning process
data mining