# Towards a better compressed sensing

@article{Stojnic2013TowardsAB, title={Towards a better compressed sensing}, author={Mihailo Stojnic}, journal={ArXiv}, year={2013}, volume={abs/1306.3801} }

- Published in ArXiv 2013

In this paper we look at a well known linear inverse problem that is one of the mathematical cornerstones of the compressed sensing field. In seminal works \cite{CRT,DOnoho06CS} $\ell_1$ optimization and its success when used for recovering sparse solutions of linear inverse problems was considered. Moreover, \cite{CRT,DOnoho06CS} established for the first time in a statistical context that an unknown vector of linear sparsity can be recovered as a known existing solution of an under-determined… CONTINUE READING

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