Pattern Recognition · 2011 · 362 citations · 91 references
ComputingComputer ScienceMachine LearningOptimizationStatistical LearningDimension ReductionDimensionality ReductionKernel MethodsLinear AlgebraRepresentation LearningSublinear AlgorithmsMultilinear AlgebraSubspace LearningTensor DecompositionsTensor FactorizationTensor Products
91
Nonlinear Dimensionality Reduction by Locally Linear Embedding
Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations
Matthew Turk, Alex Pentland · Journal of Cognitive Neuroscience · 1991 · 13.8K citations · Full text
A Global Geometric Framework for Nonlinear Dimensionality Reduction
Joshua B. Tenenbaum, Vin de Silva, John Langford · Science · 2000 · 13.7K citations
Tensor Decompositions and Applications
Tamara G. Kolda, Brett W. Bader · SIAM Review · 2009 · 10.5K citations