2 papers
stat.ML2026
A Generative Approach to Quasi-Random Sampling from Copulas via Space-Filling Designs
Sumin Wang, Chenxian Huang, Yongdao Zhou +1
Exploring the dependence between covariates across distributions is crucial for many applications. Copulas serve as a powerful tool for modeling joint variable dependencies and hav…
math.ST2025
Subsampling for Big Data Linear Models with Measurement Errors
Jiangshan Ju, Mingqiu Wang, Shengli Zhao
Subsampling algorithms for various parametric regression models with massive data have been extensively investigated in recent years. However, all existing studies on subsampling h…