Author

Kun Zhang

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Jul 2026

Local Causal Structure Learning in the Presence of Latent Variables and Selection Bias

LoCaLS is proposed, a local causal structure learning algorithm that is sound and complete under standard assumptions and identifies the same direct causes and effects of a target variable as those identifiable by global causal discovery methods, while allowing for latent variables and selection bias.

Zheng Li, Hao Zhang, Ruxin Wang et al. · arXiv.org · 1 citation