3 citations · 4 across the 2 of their papers we have counts for
3 papers
stat.CO2019★ 1 cited
A Fast Iterative Algorithm for High-dimensional Differential Network
Zhou Tang, Zhangsheng Yu, Cheng Wang
Differential network is an important tool to capture the changes of conditional correlations under two sample cases. In this paper, we introduce a fast iterative algorithm to recov…
stat.ME2019★ 3 cited
Penalized Interaction Estimation for Ultrahigh Dimensional Quadratic Regression
Cheng Wang, Binyan Jiang, Liping Zhu
Quadratic regression goes beyond the linear model by simultaneously including main effects and interactions between the covariates. The problem of interaction estimation in high di…
stat.CO2018
An efficient ADMM algorithm for high dimensional precision matrix estimation via penalized quadratic loss
Cheng Wang, Binyan Jiang
The estimation of high dimensional precision matrices has been a central topic in statistical learning. However, as the number of parameters scales quadratically with the dimension…