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Nonlinear dimensionality reduction
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#	Item
71	Center for Robotics and Embedded Systems Technical Report Localization from Pairwise Distance Relationships using Kernel PCA Odest Chadwicke Jenkins 1 Add to Reading List Source URL: cres.usc.edu Language: English - Date: 2003-05-03 13:03:59 Nonlinear dimensionality reduction Dimension reduction Isomap Kernel principal component analysis Multidimensional scaling Distance matrix Eigenvalues and eigenvectors Principal component analysis Statistics Multivariate statistics Algebra
72	Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning Daniel Tarlow† Microsoft Research Cambridge Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2013-05-10 18:43:05 Multivariate statistics Search algorithms Dimension reduction Neighbourhood components analysis K-nearest neighbor algorithm Statistical classification Nonlinear dimensionality reduction Large margin nearest neighbor Supervised learning Statistics Machine learning Artificial intelligence
73	Tangent-Corrected Embedding Ali Ghodsi, Jiayuan Huang University of Waterloo Abstract Images and other high-dimensional data can frequently be characterized by a low dimensional manifold (e.g. one Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2005-06-06 20:35:42 Multivariate statistics Differential geometry Differential topology Abstract algebra Linear algebra Nonlinear dimensionality reduction Isomap Manifold Dimension reduction Algebra Statistics Mathematics
74	Capturing Nonlinear Structure in Word Spaces through Dimensionality Reduction David Jurgens University of California, Los Angeles, 4732 Boelter Hall Los Angeles, CA 90095 Add to Reading List Source URL: anthology.aclweb.org Language: English - Date: 2010-07-05 10:44:41 Multivariate statistics Information retrieval Latent semantic analysis Semantic similarity Vector space model Singular value decomposition Principal component analysis Nonlinear dimensionality reduction Priming Statistics Algebra Mathematics
75	a Jenkins et al. – USC Center for Robotics and Embedded Systems Technical Report, 2004. Nonlinear Spherical Shells for Approximate Principal Curves Skeletonization Add to Reading List Source URL: cres.usc.edu Language: English - Date: 2006-01-02 09:14:42 Computational statistics Array programming languages Data analysis Nonlinear dimensionality reduction Isomap MATLAB Principal component analysis Skeleton Statistics Multivariate statistics Dimension reduction
76	JMLR: Workshop and Conference Proceedings 29:1–16, 2013 ACML 2013 Learning a Metric Space for Neighbourhood Topology Estimation: Application to Manifold Learning Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2013-11-09 20:30:18 Dimension reduction Differential topology Computational statistics Nonlinear dimensionality reduction Normal distribution Manifold Differentiable manifold Principal component analysis Divergence Statistics Multivariate statistics Data analysis
77	Regularizers versus Losses for Nonlinear Dimensionality Reduction Yaoliang Yu, James Neufeld, Ryan Kiros, Xinhua Zhang, Dale Schuurmans Department of Computing Science, University of Alberta, Edmonton, AB T6G 2E8 Canada Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2012-09-28 23:24:23 Multivariate statistics Dimension reduction Matrix theory Computational statistics Linear algebra Nonlinear dimensionality reduction Bregman divergence Semidefinite embedding Principal component analysis Statistics Algebra Mathematics
78	A Course in Machine Learning Hal Daumé III 13 \| U NSUPERVISED L EARNING Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:33 Data analysis Singular value decomposition Dimension reduction Principal component analysis K-means clustering Spectral clustering Nonlinear dimensionality reduction Cluster analysis Supervised learning Statistics Multivariate statistics Machine learning
79	Prospectus of “Framework for creating large-scale content-based image retrieval system (CBIR) for solar data analysis” Juan M. Banda 0 Add to Reading List Source URL: www.cs.montana.edu Language: English - Date: 2014-10-27 15:50:46 Image search Artificial intelligence applications Content-based image retrieval Image retrieval Nonlinear dimensionality reduction Kernel principal component analysis Principal component analysis Statistics Multivariate statistics Artificial intelligence
80	Journal of Machine Learning Research523 Submitted 6/10; Published 2/11 Learning Multi-modal Similarity Brian McFee Add to Reading List Source URL: bmcfee.github.io Language: English - Date: 2015-03-31 11:15:28 Abstract algebra Eigenvalues and eigenvectors Matrix theory Singular value decomposition Hilbert space Embedding Directed acyclic graph Matrix Nonlinear dimensionality reduction Algebra Mathematics Linear algebra

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