66 citations · 126 across the 11 of their papers we have counts for
11 papers
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…
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…
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…
Fast Approximation of the Shapley Values Based on Order-of-Addition Experimental Designs
Liuqing Yang, Yongdao Zhou, Haoda Fu +2
Shapley value is originally a concept in econometrics to fairly distribute both gains and costs to players in a coalition game. In the recent decades, its application has been exte…
Sequential good lattice point sets for computer experiments
Xue-Ru Zhang, Min-Qian Liu, Dennis K. J. Lin +1
Sequential Latin hypercube designs have recently received great attention for computer experiments. Much of the work has been restricted to invariant spaces. The related systematic…
A generic framework for coded caching and distributed computation schemes
Min Xu, Zixiang Xu, Gennian Ge +1
Several network communication problems are highly related such as coded caching and distributed computation. The centralized coded caching focuses on reducing the network burden in…