355 citations · 730 across the 16 of their papers we have counts for
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cs.IT2013★ 29 cited
Parameterless Optimal Approximate Message Passing
Ali Mousavi, Arian Maleki, Richard G. Baraniuk
Iterative thresholding algorithms are well-suited for high-dimensional problems in sparse recovery and compressive sensing. The performance of this class of algorithms depends heav…
math.ST2013★ 21 cited
Asymptotic Analysis of LASSOs Solution Path with Implications for Approximate Message Passing
Ali Mousavi, Arian Maleki, Richard G. Baraniuk
This paper concerns the performance of the LASSO (also knows as basis pursuit denoising) for recovering sparse signals from undersampled, randomized, noisy measurements. We conside…