72 citations · 542 across the 65 of their papers we have counts for
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cs.IT2015
Linear Inverse Problems with Norm and Sparsity Constraints
Volkan Cevher, Sina Jafarpour, Anastasios Kyrillidis
We describe two nonconventional algorithms for linear regression, called GAME and CLASH. The salient characteristics of these approaches is that they exploit the convex -ba…
cs.IT2015
Structured Sparsity: Discrete and Convex approaches
Anastasios Kyrillidis, Luca Baldassarre, Marwa El-Halabi +2
Compressive sensing (CS) exploits sparsity to recover sparse or compressible signals from dimensionality reducing, non-adaptive sensing mechanisms. Sparsity is also used to enhance…