Influential Feature PCA for high dimensional clustering

Jiashun Jin, Wanjie Wang

We consider a clustering problem where we observe feature vectors $X_i\in R^p$, $i=1,2,\dots ,n$, from $K$ possible classes. The class labels are unknown and the main interes…