Abstract
The analysis presented so far presents a simple but limited portrait of the ability of concrete algorithms to find sparse solutions and near-solutions. In this chapter we briefly point to the interesting and challenging research territory that lies beyond these worst-case results. We start with some simple simulations to motivate this discussion.
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