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\begin{equation*} \|A- A_v\|_F = \inf_{\Rank(X)\leq v}\|A-X\|_F = \sqrt{\sigma_{v+1}^2+\sigma_{v+1}^2+\cdots+\sigma_r^2}. \end{equation*}
in-context