Evaluation of Causal Structure Learning Algorithms via Risk Estimation

Marco F. Eigenmann, Sach Mukherjee, Marloes H. Maathuis

Recent years have seen many advances in methods for causal structure learning from data. The empirical assessment of such methods, however, is much less developed. Motivated by thi…