Cross-Head Attention Uplift Network with Inverse Propensity Score under Unobserved Confounding

Haoran Zhang, Chuanpu Li, Yuxin Fu +4

Uplift modeling, crucial for estimating individual treatment effects (ITE), faces dual challenges: flexibly leveraging inter-group similarity to enhance discriminative power and de…