A Newton Interior-Point Method for ${\ell }_0$ Factor Analysis

Linyang Wang, Wanquan Liu, Bin Zhu

Factor Analysis is an effective way of dimensionality reduction achieved by revealing the low-rank plus sparse structure of the data covariance matrix. The corresponding model iden…