134 citations · 452 across the 10 of their papers we have counts for
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cs.IT2008★ 59 cited
Exact Matrix Completion via Convex Optimization
Emmanuel J. Candes, Benjamin Recht
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 rand…
cs.IT2006★ 33 cited
Highly robust error correction by convex programming
Emmanuel J. Candes, Paige A. Randall
This paper discusses a stylized communications problem where one wishes to transmit a real-valued signal x in R^n (a block of n pieces of information) to a remote receiver. We ask…