Consistent Labeling Across Group Assignments: Variance Reduction in Conditional Average Treatment Effect Estimation

Yi-Fu Fu, Keng-Te Liao, Shou-De Lin

Numerous algorithms have been developed for Conditional Average Treatment Effect (CATE) estimation. In this paper, we first highlight a common issue where many algorithms exhibit i…