Homepage › Solution manuals › Gilbert Strang › Linear Algebra and Learning from Data › Exercise 1.8.21
AATA = (UΣV T)(UΣV T)T(UΣV T) = (UΣV T)(V ΣUT)(UΣV T) = UΣ3V T, so the singular values are σ13,…,σr3.