2 papers
stat.ME2026
Addressing both variable selection and misclassified responses with parametric and semiparametric methods
Hui Guo, Grace Y. Yi, Boyu Wang
While variable selection has received extensive attention in the literature, its exploration in the presence of response measurement error remains underexplored. In this paper, we…
cs.LG2024
Learning from Noisy Labels via Conditional Distributionally Robust Optimization
Hui Guo, Grace Y. Yi, Boyu Wang
While crowdsourcing has emerged as a practical solution for labeling large datasets, it presents a significant challenge in learning accurate models due to noisy labels from annota…