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20222025
most citedFinite- and Large- Sample Inference for Model and Coefficients in High-dimensional Linear Regression with Repro Samples

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Model-Free Machine Learning and Inference in High-Dimensional Binary Classification via Repro Samples

Xiaotian Hou, Peng Wang, Minge Xie +1

This paper develops a model-free yet interpretable machine learning and inference approach for binary classification of high-dimensional data from an unstructured model by leveragi…