5 citations · 5 across the 2 of their papers we have counts for
2 papers
math.ST2021
A provable two-stage algorithm for penalized hazards regression
Jianqing Fan, Wenyan Gong, Qiang Sun
From an optimizer's perspective, achieving the global optimum for a general nonconvex problem is often provably NP-hard using the classical worst-case analysis. In the case of Cox'…
stat.ME2017★ 5 cited
Generalized High-Dimensional Trace Regression via Nuclear Norm Regularization
Jianqing Fan, Wenyan Gong, Ziwei Zhu
We study the generalized trace regression with a near low-rank regression coefficient matrix, which extends notion of sparsity for regression coefficient vectors. Specifically, giv…