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09/12/2023
A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models
Analysis of high-dimensional data has led to increased interest in both ...
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11/29/2022
Simultaneous Best Subset Selection and Dimension Reduction via Primal-Dual Iterations
Sparse reduced rank regression is an essential statistical learning meth...
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07/15/2021
Nonparametric Statistical Inference via Metric Distribution Function in Metric Spaces
Distribution function is essential in statistical inference, and connect...
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11/28/2020
Optimal Semi-supervised Estimation and Inference for High-dimensional Linear Regression
There are many scenarios such as the electronic health records where the...
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09/29/2020
The star-structure connectivity and star-substructure connectivity of hypercubes and folded hypercubes
As a generalization of vertex connectivity, for connected graphs G and T...
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03/27/2020