Nonlinear dimensionality reduction

Results: 210



#Item
131Information retrieval / Machine learning / Natural language processing / Statistical natural language processing / Data mining / Vector space model / Latent semantic analysis / Latent semantic indexing / Nonlinear dimensionality reduction / Information science / Science / Statistics

From sBoW to dCoT Marginalized Encoders for Text Representation ∗ Zhixiang (Eddie) Xu Minmin Chen

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Source URL: www-bcf.usc.edu

Language: English - Date: 2013-09-10 15:56:19
132Probability and statistics / Market research / Multidimensional scaling / Monte Carlo method / Nonlinear dimensionality reduction / Locating engine / Statistics / Multivariate statistics / Psychometrics

BAYESIAN METRIC MULTIDIMENSIONAL SCALING by Ryan Bakker Keith T. Poole

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Source URL: voteview.com

Language: English - Date: 2012-10-16 15:02:37
133Dimension reduction / Computational statistics / Singular value decomposition / Signal processing / Nonlinear dimensionality reduction / Kernel principal component analysis / Semidefinite embedding / Isomap / Kernel methods / Statistics / Machine learning / Multivariate statistics

Learning a Kernel Matrix for Nonlinear Dimensionality Reduction Kilian Q. Weinberger [removed] Fei Sha [removed]

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Source URL: www-bcf.usc.edu

Language: English - Date: 2011-08-01 12:49:01
134Statistical inference / Data analysis / Statistical theory / Maximum likelihood / Nonlinear dimensionality reduction / Principal component analysis / Estimator / Regression analysis / Correlation dimension / Statistics / Estimation theory / Multivariate statistics

Maximum Likelihood Estimation of Intrinsic Dimension Elizaveta Levina Department of Statistics University of Michigan Ann Arbor MI[removed]

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Source URL: www.stat.berkeley.edu

Language: English - Date: 2007-07-25 07:29:15
135Nonlinear dimensionality reduction / Noise reduction / Filter / Supervised learning / Machine learning / Algorithm / K-nearest neighbor algorithm / Segmentation / Principal component analysis / Statistics / Image processing / Image denoising

Locally linear denoising on image manifolds Dian Gong Dept. of Electrical Engineering Univ. of Southern California Los Angeles, CA 90089

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Source URL: www-bcf.usc.edu

Language: English - Date: 2011-08-01 12:49:02
136Multivariate statistics / Nonlinear dimensionality reduction / Dimension reduction / Principal component analysis / Sufficient dimension reduction / Manifold / Eigenvalues and eigenvectors / Projection / Linear discriminant analysis / Statistics / Mathematics / Algebra

Regression on Manifolds Using Kernel Dimension Reduction Jens Nilsson Centre for Mathematical Sciences, Lund University, Box 118, SE[removed]Lund, Sweden Fei Sha Computer Science Division, University of California, Berke

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Source URL: www-bcf.usc.edu

Language: English - Date: 2011-08-01 12:49:01
137Dimension reduction / Nonlinear dimensionality reduction / Kernel principal component analysis / Principal component analysis / Supervised learning / Sliced inverse regression / Sufficient dimension reduction / Gaussian function / Projection / Statistics / Mathematics / Multivariate statistics

Unsupervised Kernel Dimension Reduction Meihong Wang Dept. of Computer Science U. of Southern California Los Angeles, CA 90089

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Source URL: www-bcf.usc.edu

Language: English - Date: 2011-08-01 12:49:02
138Dimension reduction / Signal processing / Singular value decomposition / Data analysis / Principal component analysis / Nonlinear dimensionality reduction / Kernel principal component analysis / Isomap / Eigenvalues and eigenvectors / Statistics / Algebra / Multivariate statistics

Dimensionality Reduction A Short Tutorial Ali Ghodsi Department of Statistics and Actuarial Science University of Waterloo Waterloo, Ontario, Canada, 2006

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Source URL: www.math.uwaterloo.ca

Language: English - Date: 2006-09-22 01:34:17
139Mathematics / Principal component analysis / Nonlinear dimensionality reduction / Kernel principal component analysis / Dimension reduction / Linear discriminant analysis / Singular value decomposition / Factor analysis / Projection / Statistics / Algebra / Multivariate statistics

Unifying Linear Dimensionality Reduction arXiv:1406.0873v1 [stat.ML] 3 Jun 2014 John P. Cunningham [removed]

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Source URL: arxiv.org

Language: English - Date: 2014-06-04 20:24:22
140Linguistics / Multidimensional scaling / Semantics / Latent semantic analysis / Nonlinear dimensionality reduction / Opposite / Isomap / Cognitive science / Language / Statistics / Multivariate statistics / Science

Computing Semantics of Preference with a Semantic Cognitive Map of Natural Language: Application to Mood Sensing from Text Alexei V. Samsonovich and Giorgio A. Ascoli Krasnow Institute for Advanced Study, George Mason Un

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Source URL: binf.gmu.edu

Language: English - Date: 2008-05-06 07:04:32
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