2 papers
stat.ME2026
Double Variable Importance Matching to Estimate Distinct Causal Effects on Event Probability and Timing
Yuqi Li, Quinn Lanners, Matthew M. Engelhard
In many clinical contexts, estimating effects of treatment in time-to-event data is complicated not only by confounding, censoring, and heterogeneity, but also by the presence of a…
cs.LG2026
Interval-Based AUC (iAUC): Extending ROC Analysis to Uncertainty-Aware Classification
Yuqi Li, Matthew M. Engelhard
In high-stakes risk prediction, quantifying uncertainty through interval-valued predictions is essential for reliable decision-making. However, standard evaluation tools like the r…