Information Sciences · 2021 · 35 citations · 36 references
ComputingComputer ScienceMachine LearningDeep LearningDimension ReductionDimensionality ReductionMatrix FactorizationRepresentation LearningLow-rank Matrix FactorizationMatrix CompletionTensor Factorization
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Proceedings of IEEE Conference on Computer Vision and Pattern Recognition
1993 · 14.3K citations
Tensor Decompositions and Applications
Tamara G. Kolda, Brett W. Bader · SIAM Review · 2009 · 10.5K citations
De-noising by soft-thresholding
David L. Donoho · IEEE Transactions on Information Theory · 1995 · 9.6K citations
Robust principal component analysis?
Emmanuel J. Candès, Xiaodong Li, Yi Ma et al. · Journal of the ACM · 2011 · 6.9K citations