Causal Link Discovery with Unequal Edge Error Tolerance

Joni Shaska, Urbashi Mitra

This paper proposes a novel framework for causal discovery with asymmetric error control, called Neyman-Pearson causal discovery. Despite the importance of applications where diffe…