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Yousef Saad Department Of Computer Science And Engineering

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➤ Idea: Compute U(ρ) by an inexpensive Lanczos procedure<br />

➤ Note: Standard problem - [not generalized] → cheap..<br />

➤ Recent papers advocated similar or related techniques<br />

[1] C. Shen, H. Li, and M. J. Brooks, A convex programming<br />

approach to the trace quotient problem. In ACCV (2) – 2007.<br />

[2] H. Wang, S.C. Yan, D.Xu, X.O. Tang, and T. Huang. Trace<br />

ratio vs. ratio trace for dimensionality reduction. In IEEE Conference<br />

on <strong>Computer</strong> Vision and Pattern Recognition, 2007<br />

[3] S. Yan and X. O. Tang, “Trace ratio revisited” Proceedings<br />

of the European Conference on <strong>Computer</strong> Vision, 2006.<br />

...<br />

CSE Colloquium 11/09/09 p. 40

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