Figure 10From: Exact reconstruction of gene regulatory networks using compressive sensingGeometric view of two-step refinement. A geometric view of two consecutive l 1-norm optimizations. By using two-step refinements, first we estimate sparse large corruption v and then, we reconstruct q. For the ideal situation with no unobservable species (genes) or noise, we directly reconstruct q without estimating v.Back to article page