Unlabeled Principal Component Analysis and Matrix Completion

Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris

We introduce robust principal component analysis from a data matrix in which the entries of its columns have been corrupted by permutations, termed Unlabeled Principal Component An…