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…
stat.ME2026
Sequential Experimental Designs for Kriging Model
Ruonan Zheng, Min-Qian Liu, Yongdao Zhou +1
Computer experiments have become an indispensable alternative to complex physical and engineering experiments. The Kriging model is the most widely used surrogate model, with the c…