Neurocomputing · 2019 · 31 citations · 34 references
ComputingComputer ScienceMathematicsFeature EngineeringMachine LearningOptimizationDimensionality ReductionFeature ExtractionFeature SelectionMatrix FactorizationRepresentation LearningUnsupervised LearningRobust Feature SelectionSparse Feature RepresentationSparse Feature SelectionSubspace LearningUnsupervised Feature Selection
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Learning the parts of objects by non-negative matrix factorization
Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations
Robust Face Recognition via Sparse Representation
John Wright, A. Yang, Arvind Ganesh et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9.5K citations · Full text
Robust principal component analysis?
Emmanuel J. Candès, Xiaodong Li, Yi Ma et al. · Journal of the ACM · 2011 · 6.9K citations
Laplacian Score for Feature Selection
Xiaofei He, Deng Cai, Partha Niyogi · 2005 · 1.8K citations