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Nonlinear dimensionality reduction
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#	Item
191	Multiscale SVD and Geometric Multi-Resolution Analysis for noisy point clouds in high dimensions Mauro Maggioni Duke University Durham, NC, USA [removed] Add to Reading List Source URL: www.math.sunysb.edu Language: English - Date: 2012-05-15 09:55:43 Learning Machine learning Singular value decomposition Wavelet Dimension Manifold Multiscale geometric analysis Nonlinear dimensionality reduction Algebra Mathematics Cybernetics
192	Learning of motor maps from perception: a dimensionality reduction approach Ankit Awasthi, Sadbodh Sharma, Amitabha Mukerjee (aawasthi, sadbodh, [removed]) Department of Computer Science and Engineering, IIT Ka Add to Reading List Source URL: www.cse.iitk.ac.in Language: English - Date: 2012-05-06 05:53:02 Dimension reduction Multivariate statistics Differential topology Computational statistics Dimension Nonlinear dimensionality reduction Isomap Manifold Motion planning Statistics Mathematics Topology
193	Colored Maximum Variance Unfolding Le Song† , Alex Smola† , Karsten Borgwardt‡ and Arthur Gretton∗ Add to Reading List Source URL: machinelearning.wustl.edu Language: English - Date: 2013-03-25 14:42:55 Multivariate statistics Dimension reduction Computational statistics Semidefinite embedding Algebraic graph theory Singular value decomposition Nonlinear dimensionality reduction Eigenvalues and eigenvectors Adjacency matrix Algebra Statistics Mathematics
194	Identifying Nonlinear Correlations in High Dimensional Data with Application to Protein Molecular Dynamics Simulations Add to Reading List Source URL: userpages.umbc.edu Language: English - Date: 2013-10-25 09:37:19 Multivariate statistics Econometrics Molecular modelling Correlation and dependence Regression analysis Molecular dynamics Covariance Variance Nonlinear dimensionality reduction Statistics Covariance and correlation Data analysis
195	Distributed Spectral Dimensionality Reduction for Visualizing Textual Data Add to Reading List Source URL: opinion.berkeley.edu Language: English - Date: 2013-06-06 19:53:30 Multivariate statistics Information retrieval Machine learning Singular value decomposition Data analysis Nonlinear dimensionality reduction Spectral clustering Dimension reduction Principal component analysis Statistics Mathematics Information science
196	Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes Sridhar Mahadevan Add to Reading List Source URL: www-anw.cs.umass.edu Language: English - Date: 2013-04-06 12:45:57 Numerical analysis Linear algebra Abstract algebra Proto-value functions Spectral theory Dynamic programming Diffusion wavelets Nonlinear dimensionality reduction Reinforcement learning Mathematics Algebra Mathematical analysis
197	PDF Document Add to Reading List Source URL: jmlr.org Language: English - Date: 2008-11-30 13:27:10 Dimension reduction Cluster analysis Dimension Nonlinear dimensionality reduction Semidefinite embedding Multidimensional scaling Mixture model Principal component analysis Supervised learning Statistics Multivariate statistics Machine learning
198	PDF Document Add to Reading List Source URL: www.slac.stanford.edu Language: English Dimension reduction Functional analysis Projection linear algebra Algorithm Map projection Mathematical optimization Nonlinear dimensionality reduction Multilinear subspace learning Statistics Mathematics Multivariate statistics
199	PDF Document Add to Reading List Source URL: www.nlpr.ia.ac.cn Language: English - Date: 2004-05-27 20:12:42 Multivariate statistics Linear discriminant analysis Nonlinear dimensionality reduction Principal component analysis Dimension reduction Manifold Eigenvalues and eigenvectors Topological manifold Vector space Statistics Algebra Mathematics
200	PDF Document Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2006-08-30 12:20:41 Nonlinear dimensionality reduction Principal component analysis Dimension reduction Boltzmann machine Backpropagation Autoencoder Support vector machine Statistics Neural networks Multivariate statistics

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