mlsanityData to 14 Oct 2026

A Fast Greedy Algorithm for Generalized Column Subset Selection

arXiv 1312.6820 ↗First posted 24 Dec 2013cs.DS cs.LG stat.MLcited by 1

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Abstract (arXiv)

This paper defines a generalized column subset selection problem which is concerned with the selection of a few columns from a source matrix A that best approximate the span of a target matrix B. The paper then proposes a fast greedy algorithm for solving this problem and draws connections to different problems that can be efficiently solved using the proposed algorithm.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 24 Dec 2013.

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