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arXiv stat.ML · Papers

Precise sample covariance spectral norm error — an RDT view

arXiv:2607.14460v1 Announce Type: cross Abstract: 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 sca