eigenvector misalignment

[[concept]]
Eigenvector misalignment δ

Let S=VΛVT and E~=UMUT. Then

δ(S,E~)=(||UV||+1)2=1

If both U and V are normal (ie ||U||=||V||=1), then δ8.

Mentions

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Lipschitz filters are stable to additive perturbations
integral Lipschitz filters are stable to relative perturbations
2025-03-10 graphs lecture 13