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Dimensionality reduction
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91	PDF Document Add to Reading List Source URL: web.stanford.edu Language: English - Date: 2015-05-11 19:23:32 Machine learning Mathematical analysis Learning Artificial intelligence Search algorithms Dimension reduction Statistical classification MinHash Nearest neighbor search Random projection K-nearest neighbors algorithm Dimensionality reduction
92	Dimensionality Reduction for Text using Domain Knowledge Yi Mao and Krishnakumar Balasubramanian and Guy Lebanon Georgia Institute of Technology Abstract Text documents are complex high dimensional objects. To effectivel Add to Reading List Source URL: theanalysisofdata.com Language: English - Date: 2015-08-20 14:22:51
93	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: www.cs.toronto.edu Language: English - Date: 2013-12-26 22:59:57 Multivariate statistics Dimension reduction Matrix theory Computational statistics Linear algebra Nonlinear dimensionality reduction Bregman divergence Semidefinite embedding Principal component analysis Statistics Algebra Mathematics
94	Large-Scale Manifold Learning Ameet Talwalkar Courant Institute New York, NY Sanjiv Kumar Add to Reading List Source URL: www.sanjivk.com Language: English - Date: 2010-06-01 18:50:24 Multivariate statistics Matrix theory Singular value decomposition Dimension reduction Nonlinear dimensionality reduction Isomap Semidefinite embedding Eigenvalues and eigenvectors Principal component analysis Algebra Mathematics Linear algebra
95	LETTER Communicated by Joshua B. Tenenbaum Laplacian Eigenmaps for Dimensionality Reduction and Data Representation Add to Reading List Source URL: www2.imm.dtu.dk Language: English - Date: 2009-08-14 05:08:50 Multivariate statistics Multivariable calculus Differential operators Singular value decomposition Dimension reduction Laplace operator Nonlinear dimensionality reduction Laplacian matrix Spectral clustering Mathematical analysis Mathematics Calculus
96	REPORTS 23; right 36, 13, and 27); superior frontal gyrus (left ⫺9, 31, and 45; right 17, 35, andAlthough the improvement in WM performance with cholinergic enhancement was a nonsignificant trend in the curre Add to Reading List Source URL: www2.imm.dtu.dk Language: English - Date: 2009-08-14 05:08:08 Computational statistics Isomap Nonlinear dimensionality reduction Machine learning Multidimensional scaling Principal component analysis Manifold Geodesic Differentiable manifold Statistics Multivariate statistics Dimension reduction
97	Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference David Mimno Dept. of Information Science Cornell University Ithaca, NY, 14853 Add to Reading List Source URL: mimno.infosci.cornell.edu Language: English - Date: 2014-10-16 01:54:56 Multivariate statistics Statistical natural language processing Natural language processing Computational linguistics Dimension reduction Principal component analysis Nonlinear dimensionality reduction Latent Dirichlet allocation Randomized algorithm Statistics Mathematics Probability and statistics
98	DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification Simon Lacoste-Julien Computer Science Division UC Berkeley Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2009-01-10 00:13:43 Statistical classification Statistical models Information retrieval Latent Dirichlet allocation Linear discriminant analysis Probabilistic latent semantic analysis Mixture model Topic model Maximum likelihood Statistics Statistical natural language processing Machine learning
99	Learning to Disentangle Factors of Variation with Manifold Interaction Scott Reed REEDSCOT @ UMICH . EDU Kihyuk Sohn KIHYUKS @ UMICH . EDU Add to Reading List Source URL: www-personal.umich.edu Language: English - Date: 2014-11-06 16:36:13 Boltzmann machine Multivariate statistics Differential topology Differential geometry Manifold Nonlinear dimensionality reduction Partition function Object recognition Ludwig Boltzmann Statistics Topology Physics

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