Optimal Mean Robust Principal Component Analysis

Feiping Nie, Jianjun Yuan, Heng Huang

Abstract: Dimensionality reduction techniques extract low-dimensional structure from high-dimensional data and are widespread in machine learning research. In practice, due to lacking labeled data, the unsup...