Towards a Zero-One Law for Column Subset Selection

Zhao Song, David Woodruff, Peilin Zhong

Neural Information Processing Systems 

A well-studied problem in machine learning and numerical linear algebra, with applications to recommendation systems, text mining, and computer vision, is that of computing a low-rank approximation of a matrix.

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