3 papers
cs.LG2025
Deeply Explainable Artificial Neural Network
David Zucker
While deep learning models have demonstrated remarkable success in numerous domains, their black-box nature remains a significant limitation, especially in critical fields such as…
stat.ME2024
Measurement Error Correction for Spatially Defined Environmental Exposures in Survival Analysis
Lin Ge, Ce Yang, David Zucker +3
Environmental exposures are often defined using buffer zones around geocoded home addresses, but these static boundaries can miss dynamic daily activity patterns, leading to biased…
stat.AP2022
Hypothesis Testing for Detecting Outlier Evaluators
Li Xu, Molin Wang
In epidemiological studies, very often, evaluators obtain measurements of disease outcomes for study participants. In this paper, we propose a two-stage procedure for detecting out…