183 citations · 469 across the 31 of their papers we have counts for
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math.ST2015
On the Finite-Sample Analysis of -estimators
Yiyuan She
In large-scale modern data analysis, first-order optimization methods are usually favored to obtain sparse estimators in high dimensions. This paper performs theoretical analysis o…
math.ST2015★ 2 cited
Robust Reduced Rank Regression
Yiyuan She, Kun Chen
In high-dimensional multivariate regression problems, enforcing low rank in the coefficient matrix offers effective dimension reduction, which greatly facilitates parameter estimat…