Yiran Dong

Intersecting the Markov Blankets of Endogenous and Exogenous Variables for Causal Discovery

2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence

Exogenous variables are specially used in Structural Causal Models (SCM), which, however, have some characteristics that are still useful under the property of the Bayesian network. In this paper, we propose a novel causal discovery …