Robust Principal Component Analysis?

Emmanuel J. Candes, Xiaodong Li, Yi Ma +1

This paper is about a curious phenomenon. Suppose we have a data matrix, which is the superposition of a low-rank component and a sparse component. Can we recover each component in…