Neural Processing Letters · 2017 · 22 citations · 31 references
ComputingComputer ScienceMathematicsMachine LearningNatural Language ProcessingOptimizationDeep LearningDimensionality ReductionLarge-scale OptimizationOptimization For Machine LearningOptimization TheoryRepresentation LearningDictionary LearningLarge-scale Convex OptimizationMinimizationOptimization AlgorithmsSparse Coding
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A Fast Learning Algorithm for Deep Belief Nets
Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations
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