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A short note on strongly convex programming for exact matrix completion and robust principal component analysis - MaRDI portal

A short note on strongly convex programming for exact matrix completion and robust principal component analysis (Q1951316)

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A short note on strongly convex programming for exact matrix completion and robust principal component analysis
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    A short note on strongly convex programming for exact matrix completion and robust principal component analysis (English)
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    5 June 2013
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    From the abstract: In the paper ``Strongly convex programming for exact matrix completion and robust principal component analysis'' [\textit{H. Zhang, J.-F. Cai, L. Cheng} and \textit{J. Zhu}, Inverse Probl. Imaging 6, No. 2, 357--372 (2012; Zbl 1252.15042)], an explicit lower bound on \(\tau\) is strongly based on Theorem 3.4. However, a coefficient is missing in the proof of this theorem leading to an improper result. In this paper, this error is corrected, and the right bound on \(\tau\) is provided.
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    matrix completion
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    low-complexity structure
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    strongly convex programming
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    principal component pursuit
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