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We revisit the matrix problems sparse null space and matrix sparsification,and show that they are equivalent. We then proceed to seek algorithms for theseproblems: We prove the hardness of approximation of these problems, and alsogive a powerful tool to extend algorithms and heuristics for sparseapproximation theory to these problems.

Matrix sparsification and the sparse null space problem