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stat.ME2026
COINS: Any-Stage-Valid and Utility-Oriented Sequential Conformal Prediction
Wangcheng Li, Nan Qiao, Xu Guo +1
In clinical diagnosis, sequential screening, and cascaded prediction systems, information is often acquired in stages, with intermediate predictions guiding whether to act on the a…
stat.ME2025
Scalable and Distributed Individualized Treatment Rules for Massive Datasets
Nan Qiao, Wangcheng Li, Jingxiao Zhang +1
Synthesizing information from multiple data sources is crucial for constructing accurate individualized treatment rules (ITRs). However, privacy concerns often present significant…