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Foundations of Computational Mathematics - Exact Matrix Completion via Convex Optimization

Foundations of Computational Mathematics - Exact Matrix Completion via Convex Optimization #matrixcompletion #nuclearnorm #decoupling #mathematics

From the journal, Foundations of Computational Mathematics, comes a paper on Exact Matrix Completion via Convex Optimization. This paper is free to read (link) through September 2019.

Abstract

We consider a problem of considerable practical interest: the recovery of a data matrix from a sampling of its entries. Suppose that we observe m entries selected uniformly at random from a matrix M.…

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#compressed sensing #convex optimization #decoupling #duality in optimization #low-rank matrices #matrix completion #noncummutative khintchine inequality #nuclear norm minimization #random matrices

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