Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms

Zhihui Zhu, Yifan Wang, Daniel Robinson, Daniel Naiman, René Vidal, Manolis Tsakiris

Neural Information Processing Systems 

The classical formulation of PCA, dating back to Carl F. Gauss, is based on minimizing the sum of