A Combinatorial Approach to Robust PCA

Weihao Kong, Mingda Qiao, Rajat Sen

We study the problem of recovering Gaussian data under adversarial corruptions when the noises are low-rank and the corruptions are on the coordinate level. Concretely, we assume t…