High-dimensional robust precision matrix estimation: Cellwise corruption under $\epsilon$-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…