Fast Exact Matrix Completion with Finite Samples

4 Nov 2014Prateek JainPraneeth Netrapalli

Matrix completion is the problem of recovering a low rank matrix by observing a small fraction of its entries. A series of recent works [KOM12,JNS13,HW14] have proposed fast non-convex optimization based iterative algorithms to solve this problem... (read more)

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