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20232025
most citedEnvironment Diversification with Multi-head Neural Network for Invariant Learning

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cs.LG2025

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…