2 papers
stat.ME2026
When Unpaired Sets Support Shared-Corruption Calibration: Moment Geometry and Two-Sample Precision
Shuheng Cao, Zhenhao Zhang, Ruiqi Chen +5
Collections of diverse observations often share one acquisition, processing, geometric, or channel corruption, while only an unpaired clean reference set is available. For a prescr…
cs.AI2026
RCShift: Certifying When Partial Linkage Suffices for Finite-Sample Decisions
Shuheng Cao, Ruiqi Chen, Zhenhao Zhang +5
Systems with costly gold outcomes and cheaper auxiliary observations must decide how much record linkage to retain. Complete pairing retains every joint counter, while separate mar…