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Trust Your ∇: Gradient-based Intervention Targeting for Causal Discovery.
Mateusz Olko
Michal Zajac
Aleksandra Nowak
Nino Scherrer
Yashas Annadani
Stefan Bauer
Lukasz Kucinski
Piotr Milos
Published in:
CoRR (2022)
Keyphrases
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causal discovery
causal models
causal relationships
trust model
bayesian networks
discovery process
directed acyclic graph
causal structure
conditional independence
markov blanket
observational data
expectation maximization
markov random field
training data
causal relations
information retrieval
data sets