187 citations · 346 across the 26 of their papers we have counts for
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math.NA2016
Fast and guaranteed blind multichannel deconvolution under a bilinear system model
Kiryung Lee, Ning Tian, Justin Romberg
We consider the multichannel blind deconvolution problem where we observe the output of multiple channels that are all excited with the same unknown input. From these observations,…
math.NA2009★ 19 cited
ADMiRA: Atomic Decomposition for Minimum Rank Approximation
Kiryung Lee, Yoram Bresler
We address the inverse problem that arises in compressed sensing of a low-rank matrix. Our approach is to pose the inverse problem as an approximation problem with a specified targ…
math.NA2009★ 4 cited
Efficient and Guaranteed Rank Minimization by Atomic Decomposition
Kiryung Lee, Yoram Bresler
Recht, Fazel, and Parrilo provided an analogy between rank minimization and -norm minimization. Subject to the rank-restricted isometry property, nuclear norm minimization…