A Singular Value Thresholding Algorithm for Matrix Completion

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Cai, Jian-Feng, et al. “A Singular Value Thresholding Algorithm for Matrix Completion”. SIAM Journal on Optimization, vol. 20, no. 4, 2010, pp. 1956-82, https://doi.org/10.1137/080738970.
Cai, J.-F., Candès, E. J., & Shen, Z. (2010). A Singular Value Thresholding Algorithm for Matrix Completion. SIAM Journal on Optimization, 20(4), 1956-1982. https://doi.org/10.1137/080738970
Cai JF, Candès EJ, Shen Z. A Singular Value Thresholding Algorithm for Matrix Completion. SIAM Journal on Optimization. 2010;20(4):1956-82.
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Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics1,316
Science: Mathematics: Instruments and machines: Electronic computers. Computer science1,182
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks1,143
Technology: Engineering (General). Civil engineering (General)763
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Technology3
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The category Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics 1,316 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Trace Norm Regularization: Reformulations, Algorithms, and Multi-Task Learning and was published in 2010. The most recent citation comes from a 2024 study titled Accelerated proximal gradient algorithm for lithium-ion battery state of charge estimation with outliers. This article reached its peak citation in 2020, with 342 citations. It has been cited in 577 different journals, 17% of which are open access. Among related journals, the IEEE Transactions on Image Processing cited this research the most, with 122 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year