Han Liu

most citedSome Two-Step Procedures for Variable Selection in High-Dimensional Linear Regression

8 citations · 13 across the 2 of their papers we have counts for

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stat.ML2008★ 5 cited

On the $ℓ_{1} - ℓ_{q}$ Regularized Regression

Han Liu, Jian Zhang

In this paper we consider the problem of grouped variable selection in high-dimensional regression using $ℓ_{1} - ℓ_{q}$ regularization ( $1 \leq q \leq \infty$ ), which can be viewed…

On the ℓ1​−ℓq​ Regularized Regression

On the $ℓ_{1} - ℓ_{q}$ Regularized Regression