1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2015★ 1 cited
Kernel Additive Principal Components
Xin Lu Tan, Andreas Buja, Zongming Ma
Additive principal components (APCs for short) are a nonlinear generalization of linear principal components. We focus on smallest APCs to describe additive nonlinear constraints t…
math.ST2015
High-dimensional robust precision matrix estimation: Cellwise corruption under -contamination
Po-Ling Loh, Xin Lu Tan
We analyze the statistical consistency of robust estimators for precision matrices in high dimensions. We focus on a contamination mechanism acting cellwise on the data matrix. The…