Unobserved Confounding

Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors
We consider the problem of learning the structure of a causal directed acyclic graph (DAG) model in the presence of latent variables. …
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The DeCAMFounder: Non-Linear Causal Discovery in the Presence of Hidden Variables
Many real-world decision-making tasks require learning causal relationships between a set of variables. Typical causal discovery …
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