62 citations · 121 across the 5 of their papers we have counts for
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cs.LG2012★ 32 cited
Communications Inspired Linear Discriminant Analysis
Minhua Chen, William Carson, Miguel Rodrigues +2
We study the problem of supervised linear dimensionality reduction, taking an information-theoretic viewpoint. The linear projection matrix is designed by maximizing the mutual inf…
cs.IT2012★ 62 cited
Communications-Inspired Projection Design with Application to Compressive Sensing
William R. Carson, Minhua Chen, Miguel R. D. Rodrigues +2
We consider the recovery of an underlying signal x \in C^m based on projection measurements of the form y=Mx+w, where y \in C^l and w is measurement noise; we are interested in the…