eigenvector misalignment

[[concept]]
Eigenvector misalignment δ

Let S=VΛVT and E~=UMUT. Then

δ(S,E~)=(||U−V||+1)2=1

If both U and V are normal (ie ||U||=||V||=1), then δ≤8.

Mentions

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