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New matrix perturbation bounds with relative strength: Perturbation of eigenspaces

Tran, Phuc et al.
arXiv (All) · Papers
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combinatoricsfunctional-analysisprobabilityspectral-theorystatistics-theory
Matrix perturbation bounds (such as Weyl and Davis--Kahan) are used abundantly in many areas of mathematics and data science. Many bounds (such as the above two) involve the spectral norm of the noise matrix and are sharp in worst-case analysis. In order to refine these classical bounds, we introduc
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