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Perturbations of CUR Decompositions

math.NA · 2019-08-21 · conditional · novelty 6.0

Perturbation analysis shows CUR approximation error under noise is controlled by pseudoinverse norms of selected singular-vector submatrices, with improved bounds for rank-enforced variants.

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  • Perturbations of CUR Decompositions math.NA · 2019-08-21 · conditional · none · ref 3

    Perturbation analysis shows CUR approximation error under noise is controlled by pseudoinverse norms of selected singular-vector submatrices, with improved bounds for rank-enforced variants.