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Mina Ghashami, Edo Liberty, Jeff M. Phillips, David P. Woodruff. Frequent Directions: Simple and Deterministic Matrix Sketching. SIAM Journal on Computing, 45(5):1762-1792, 2016. [doi]
Abstract is missing.