Debiased distributed PCA under high dimensional spiked model

Weiming Li, Zeng Li, Siyu Wang +2

We study distributed principal component analysis (PCA) in high-dimensional settings under the spiked model. In such regimes, sample eigenvectors can deviate significantly from pop…