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stat.ME2022
Model-free Subsampling Method Based on Uniform Designs
Mei Zhang, Yongdao Zhou, Zheng Zhou +1
Subsampling or subdata selection is a useful approach in large-scale statistical learning. Most existing studies focus on model-based subsampling methods which significantly depend…
stat.ME2022★ 4 cited
Doubly Coupled Designs for Computer Experiments with both Qualitative and Quantitative Factors
Feng Yang, C. Devon Lin, Yongdao Zhou +1
Computer experiments with both qualitative and quantitative input variables occur frequently in many scientific and engineering applications. How to choose input settings for such…