Accelerated Alternating Projections for Robust Principal Component Analysis

HanQin Cai, Jian-Feng Cai, Ke Wei

We study robust PCA for the fully observed setting, which is about separating a low rank matrix $\mathbf{L}$ and a sparse matrix $\mathbf{S}$ from their sum $\boldsymbol{D}…