Principal Component Analysis based frameworks for efficient missing data imputation algorithms

Thu Nguyen, Hoang Thien Ly, Michael Alexander Riegler +2

Missing data is a commonly occurring problem in practice. Many imputation methods have been developed to fill in the missing entries. However, not all of them can scale to high-dim…