Optimal Estimation of Shared Singular Subspaces across Multiple Noisy Matrices

Zhengchi Ma, Rong Ma

Estimating singular subspaces from noisy matrices is a fundamental problem with wide-ranging applications across various fields. Driven by the challenges of data integration and mu…