On the Hardness of Conditional Independence Testing In Practice

Zheng He, Roman Pogodin, Yazhe Li +3

Tests of conditional independence (CI) underpin a number of important problems in machine learning and statistics, from causal discovery to evaluation of predictor fairness and out…