most citedApproximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning

14 citations · 14 across the 1 of their papers we have counts for

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cs.IT2012★ 14 cited

Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning

Ulugbek S. Kamilov, Sundeep Rangan, Alyson K. Fletcher +1

We consider the estimation of an i.i.d. (possibly non-Gaussian) vector $\xbf \in \R^n$ from measurements $\ybf \in \R^m$ obtained by a general cascade model consisting of a known l…