40 citations · 40 across the 3 of their papers we have counts for
3 papers
math.ST2026
Tightening Control in Neyman--Pearson Linear Classification
Yijian Huang
Neyman--Pearson classification prioritizes one class by constraining its accuracy above a prespecified level, and then takes the accuracy of the other class as the utility objectiv…
stat.ME2026
Cross-Audit Projection for Model Risk Prediction
Yijian Huang
For training-data-based model risk prediction, -fold cross-validation~(CV) is widely used to mitigate the well-known over-optimism of the empirical risk and is often regarded as…
math.ST2010★ 40 cited
Quantile calculus and censored regression
Yijian Huang
Quantile regression has been advocated in survival analysis to assess evolving covariate effects. However, challenges arise when the censoring time is not always observed and may b…