Keywords: [ robust PCA ] [ nonconvex optimization ] [ principal component analysis ] [ Convex Optimization ] [ frank-wolfe ] [ strict complementarity ] [ Subspace Recovery ] [ first-order methods ] [ Low-Rank ]