A problem dependent analysis of SOCP algorithms in noisy compressed sensing

29 Mar 2013 Mihailo Stojnic

Under-determined systems of linear equations with sparse solutions have been the subject of an extensive research in last several years above all due to results of \cite{CRT,CanRomTao06,DonohoPol}. In this paper we will consider \emph{noisy} under-determined linear systems... (read more)

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