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An optimal condition of robust low-rank matrices recovery
In this paper we investigate the reconstruction conditions of nuclear norm minimization for low-rank matrix recovery.We obtain sufficient conditions δtr < t/(4 -t) with 0 < t < 4/3 to guarantee the robust reconstruction (z = 0) or exact reconstruction (z = 0) of all rank r matrices X ∈ …