Structured Sparse Principal Components Analysis with the TV-Elastic Net penalty

Amicie de Pierrefeu, Tommy Löfstedt, Fouad Hadj-Selem +4

Principal component analysis (PCA) is an exploratory tool widely used in data analysis to uncover dominant patterns of variability within a population. Despite its ability to repre…