Rank Minimization

Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications

Together with the analytic solutions to p-norm minimization with two specific values of p, i.e., p = 1/2 and p = 2/3, we propose two novel bilinear factor matrix norm minimization models for robust principal component analysis.