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Matrix Completion/Evidence
Method evidence record

Matrix Completion

Matrix Completion is a technique for recovering a low-rank matrix from a small, possibly random subset of its entries. Introduced by Emmanuel Candès and Benjamin Recht in 2009, it reformulates the problem as nuclear norm minimization — a convex surrogate for rank minimization — and provides theoretical guarantees that exact recovery is achievable when entries are observed uniformly at random and the matrix satisfies an incoherence condition.

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Low-Rank Matrix Completion
Taxonomic method record · ml-model / machine-learning
  • Candès, E. J., & Recht, B. (2009). Exact matrix completion via convex optimization. Foundations of Computational Mathematics, 9(6), 717–772. · DOI 10.1007/s10208-009-9045-5
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Related methods

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See alsoMICEmachine-suggested · Relational suggestion, not evidence.Used in the same domainNon-negative Matrix Factorizationmachine-suggested · Relational suggestion, not evidence.

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Sources

1 recorded citation, copied from the method source record.

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