Matrix Completion with Deterministic Sampling: Theories and Methods

IEEE Trans. Pattern Anal. Mach. Intell., pp. 549-566, 2019.

Cited by: 8|Bibtex|Views37|DOI:https://doi.org/10.1109/TPAMI.2019.2937869
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Other Links: academic.microsoft.com|pubmed.ncbi.nlm.nih.gov|arxiv.org|dblp.uni-trier.de

Abstract:

The locations of the missing data in practice usually occur in a nonuniform fashion rather than randomly, questioning the validity of the prevalent assumption that the locations of missing data are distributed independently and randomly. To break through the limits of uniform sampling, we explore in this paper the problem of real-valued m...More

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