Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations

J Fang, G Zhang, Q Cui, C Tang, L Gu, L Li… - Proceedings of the …, 2024 - ojs.aaai.org
Accurate prediction of coupon usage is crucial for promoting user consumption through
targeted coupon recommendations. However, in real-world coupon recommendations, the …

A Time Weighted Difference-in-Differences Method for Heterogeneous Treatment Effects

문정하 - 2024 - s-space.snu.ac.kr
The Difference-in-Differences (DID) method is utilized for assessing the impacts of various
interventions. However, the parallel trend assumption between the treatment and the …