Optimal Subsampling via Predictive Inference

Author:

Wu Xiaoyang1,Huo Yuyang1,Ren Haojie2,Zou Changliang1ORCID

Affiliation:

1. School of Statistics and Data Sciences, LPMC, KLMDASR and LEBPS, Nankai University, Tianjin, China

2. School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, China

Funder

China National Key R&D Program

NNSF of China

Shanghai Sailing Program

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference56 articles.

1. Predictive inference with the jackknife+

2. Testing for outliers with conformal p-values

3. “Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering,”;Belkin M.;Advances in Neural Information Processing Systems,2001

4. Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

5. Best subset selection via a modern optimization lens

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