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…