52 citations · 158 across the 17 of their papers we have counts for
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math.ST2021★ 1 cited
Directional FDR Control for Sub-Gaussian Sparse GLMs
Chang Cui, Jinzhu Jia, Yijun Xiao +1
High-dimensional sparse generalized linear models (GLMs) have emerged in the setting that the number of samples and the dimension of variables are large, and even the dimension of…
math.ST2021★ 13 cited
Sharper Sub-Weibull Concentrations
Huiming Zhang, Haoyu Wei
Constant-specified and exponential concentration inequalities play an essential role in the finite-sample theory of machine learning and high-dimensional statistics area. We obtain…