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20242026
most citedPhase retrieval and matrix sensing via benign and overparametrized nonconvex optimization

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math.OC2024★ 1 cited

Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms

Andrew D. McRae

We show that solutions to the popular convex matrix LASSO problem (nuclear-norm--penalized linear least-squares) have low rank under similar assumptions as required by classical lo…