18 citations · 20 across the 5 of their papers we have counts for
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stat.ME2022
Sure Screening for Transelliptical Graphical Models
Yuxiang Xie, Chengchun Shi, Rui Song
We propose a sure screening approach for recovering the structure of a transelliptical graphical model in the high dimensional setting. We estimate the partial correlation graph by…
stat.ME2018
Controlling the False Discovery Rate for Binary Feature Selection via Knockoff
Yuxiang Xie, Kwun Chuen Gary Chan
Variable selection has been widely used in data analysis for the past decades, and it becomes increasingly important in the Big Data era as there are usually hundreds of variables…