Zhengkang Guan

Efficient Ensemble Conditional Independence Test Framework for Causal Discovery

Constraint-based causal discovery relies on numerous conditional independence tests (CITs), but its practical applicability is severely constrained by the prohibitive computational cost, especially as CITs themselves have high time complexity with respect to the sample size. To address this key bott…