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Contents 1 Singular Value Decomposition (SVD) 2 ... 1 is perpendicular to W, any unit vector in W will do as w 2. If not, choose w 2 to be the unit vector in Wperpendicular to the projection of v 1 onto W:Since v 1 was chosen to maximize jAv 1j2, it follows that jAw 1j2 jAv 1j2.
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