Home → Magazine Archive → June 2012 (Vol. 55, No. 6) → Exact Matrix Completion via Convex Optimization → Abstract

Exact Matrix Completion via Convex Optimization

By Emmanuel Candès, Benjamin Recht

Communications of the ACM, Vol. 55 No. 6, Pages 111-119
10.1145/2184319.2184343

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Suppose that one observes an incomplete subset of entries selected from a low-rank matrix. When is it possible to complete the matrix and recover the entries that have not been seen?

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