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stat.ME2026
Power-Optimal Risk Control via Standardized Margin Calibration
Ruinan Wang, Tian Bai, Yueming Shen +3
Machine learning can screen far more candidates than can be experimentally validated, creating a need for selection procedures that identify promising candidates while controlling…
stat.ME2025
Multivariate Conformal Selection
Tian Bai, Yue Zhao, Xiang Yu +1
Selecting high-quality candidates from large datasets is critical in applications such as drug discovery, precision medicine, and alignment of large language models (LLMs). While C…