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cs.LG2025
Identification and Estimation of Long-Term Treatment Effects with Monotone Missing
Qinwei Yang, Ruocheng Guo, Shasha Han +1
Estimating long-term treatment effects has a wide range of applications in various domains. A key feature in this context is that collecting long-term outcomes typically involves a…
cs.LG2025
Optimal Policy Adaptation under Covariate Shift
Xueqing Liu, Qinwei Yang, Zhaoqing Tian +2
Transfer learning of prediction models has been extensively studied, while the corresponding policy learning approaches are rarely discussed. In this paper, we propose principled a…