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- W2268674159 endingPage "622" @default.
- W2268674159 startingPage "608" @default.
- W2268674159 abstract "Low-rank matrices play a fundamental role in modeling and computational methods for signal processing and machine learning. In many applications where low-rank matrices arise, these matrices cannot be fully sampled or directly observed, and one encounters the problem of recovering the matrix given only incomplete and indirect observations. This paper provides an overview of modern techniques for exploiting low-rank structure to perform matrix recovery in these settings, providing a survey of recent advances in this rapidly-developing field. Specific attention is paid to the algorithms most commonly used in practice, the existing theoretical guarantees for these algorithms, and representative practical applications of these techniques." @default.
- W2268674159 created "2016-06-24" @default.
- W2268674159 creator A5041443633 @default.
- W2268674159 creator A5064232831 @default.
- W2268674159 date "2016-06-01" @default.
- W2268674159 modified "2023-10-13" @default.
- W2268674159 title "An Overview of Low-Rank Matrix Recovery From Incomplete Observations" @default.
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