Characterization and Learning of Causal Graphs with Latent Confounders and Post-treatment Selection from Interventional Data

Gongxu Luo, Loka Li, Guangyi Chen +2

Interventional causal discovery seeks to identify causal relations by leveraging distributional changes introduced by interventions, even in the presence of latent confounders. Bey…