StablePCA: Distributionally Robust Learning of Shared Representations from Multi-Source Data

Zhenyu Wang, Molei Liu, Jing Lei +2

When synthesizing multi-source high-dimensional data, a key objective is to extract low-dimensional representations that effectively approximate the original features across differ…