Eugene D. Livshitz

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We study sparse approximation by greedy algorithms. Our contribution is twofold. First, we prove exact recovery with high probability of random K-sparse signals within ΓK(1+ε)l iterations of the orthogonal matching pursuit (OMP). This result shows that in a probabilistic sense, the OMP is almost optimal for exact recovery. Second, we prove the(More)
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