Introduces BRIDGE and SKFM algorithms that detect latent confounders via non-closing Lie brackets in interventional vector fields derived from density ratios.
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Latent Confounded Causal Discovery via Lie Bracket Geometry
Introduces BRIDGE and SKFM algorithms that detect latent confounders via non-closing Lie brackets in interventional vector fields derived from density ratios.