arxivmath.STcs.ITmath.PRstat.ML2026-07-16
Precise sample covariance spectral norm error -- an RDT view
We study the sample covariance error of centered Gaussians. A remarkable breakthrough [66] established the correct error scaling order and explicitly revealed the critical role of both the effective rank and the true covariance spectrum. In this work, we move beyond scaling chara…