Robust Online Covariance and Sparse Precision Estimation Under Arbitrary Data Corruption

Tong Yao, Shreyas Sundaram

Gaussian graphical models are widely used to represent correlations among entities but remain vulnerable to data corruption. In this work, we introduce a modified trimmed-inner-pro…