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20082026
most citedMatrix Completion and Low-Rank SVD via Fast Alternating Least Squares

307 citations · 693 across the 70 of their papers we have counts for

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math.OC2015

An Extended Frank-Wolfe Method with "In-Face" Directions, and its Application to Low-Rank Matrix Completion

Robert M. Freund, Paul Grigas, Rahul Mazumder

Motivated principally by the low-rank matrix completion problem, we present an extension of the Frank-Wolfe method that is designed to induce near-optimal solutions on low-dimensio…