The two-to-infinity norm and singular subspace geometry with applications to high-dimensional statistics

Joshua Cape, Minh Tang, Carey E. Priebe

The singular value matrix decomposition plays a ubiquitous role throughout statistics and related fields. Myriad applications including clustering, classification, and dimensionali…