Robust Causal Discovery under Imperfect Structural Constraints

Zidong Wang, Xi Lin, Chuchao He +1

Robust causal discovery from observational data under imperfect prior knowledge remains a significant and largely unresolved challenge. Existing methods typically presuppose perfec…