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dimension reduction

133 papers

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Also known as

DR

Co-occurring keywords · papers mentioning both

dimensionality reduction (27) random projection (11) unsupervised learning (10) manifold learning (8) principal component analysis (7) high-dimensional data (6) functional data analysis (5) kernel methods (5) optimal transport (5) feature selection (5)

Papers

A Unified Near-Optimal Estimator For Dimension Reduction in l_α (0<α≤ 2) Using Stable Random Projections NeurIPS 2007 Nonlinear Estimators and Tail Bounds for Dimension Reduction in l1 Using Cauchy Random Projections JMLR 2007 Blind source separation for over-determined delayed mixtures NeurIPS 2006 Graph Laplacian Regularization for Large-Scale Semidefinite Programming NeurIPS 2006 Learning on Graph with Laplacian Regularization NeurIPS 2006 Characterization of a Family of Algorithms for Generalized Discriminant Analysis on Undersampled Problems JMLR 2005 Dimension Reduction in Text Classification with Support Vector Machines JMLR 2005 Beyond Independent Components: Trees and Clusters JMLR 2003