Lectures on Randomized Numerical Linear Algebra

Drineas, Petros, Mahoney, Michael W.

arXiv.org Machine Learning 

This chapter is based on lectures from the 2016 Park City Mathematics Institute summer school on The Mathematics of Data, and it appears as a chapter [1] in the edited volume of lectures from that summer school.

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