Davis-Kahan Theorem in the two-to-infinity norm and its application to perfect clustering

Marianna Pensky

Many statistical applications, such as the Principal Component Analysis, matrix completion, tensor regression and many others, rely on accurate estimation of leading eigenvectors o…