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20172026
most citedCausal Discovery Toolbox: Uncover causal relationships in Python

36 citations · 93 across the 11 of their papers we have counts for

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stat.ML2018★ 27 cited

Structural Agnostic Modeling: Adversarial Learning of Causal Graphs

Diviyan Kalainathan, Olivier Goudet, Isabelle Guyon +2

A new causal discovery method, Structural Agnostic Modeling (SAM), is presented in this paper. Leveraging both conditional independencies and distributional asymmetries, SAM aims t…