The $\ddot{I}•$-PCA Framework: A Unified and Efficiency-Preserving Approach with Robust Variants

Hung Hung, Zhi-Yu Jou, Su-Yun Huang +1

Principal component analysis (PCA) is a fundamental tool in multivariate statistics, yet its sensitivity to outliers and limitations in distributed environments restrict its effect…