2 papers
stat.ME2025
Semiparametric Causal Inference for Right-Censored Outcomes with Many Weak Invalid Instruments
Qiushi Bu, Wen Su, Xingqiu Zhao +1
We propose a semiparametric framework for causal inference with right-censored survival outcomes and many weak invalid instruments, motivated by Mendelian randomization in biobank…
stat.ML2025
Optimal Transport Learning: Balancing Value Optimization and Fairness in Individualized Treatment Rules
Wenhai Cui, Xiaoting Ji, Wen Su +2
Individualized treatment rules (ITRs) have gained significant attention due to their wide-ranging applications in fields such as precision medicine, ridesharing, and advertising re…