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20212023
most citedpylspack: Parallel algorithms and data structures for sketching, column subset selection, regression and leverage scores

2 citations · 4 across the 4 of their papers we have counts for

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cs.DS2021★ 2 cited

Estimating leverage scores via rank revealing methods and randomization

Aleksandros Sobczyk, Efstratios Gallopoulos

We study algorithms for estimating the statistical leverage scores of rectangular dense or sparse matrices of arbitrary rank. Our approach is based on combining rank revealing meth…