Exactly Robust Kernel Principal Component Analysis

Jicong Fan, Tommy W. S. Chow

Robust principal component analysis (RPCA) can recover low-rank matrices when they are corrupted by sparse noises. In practice, many matrices are, however, of high-rank and hence c…