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Principal component analysis
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#	Item
31	Variational Bayesian Learning of Cooperative Vector Quantizer Model - The Theory Add to Reading List Source URL: people.cs.pitt.edu Language: English - Date: 2003-05-06 15:46:12 Statistics Statistical models Bayesian network Latent variable Variational Bayesian methods Independent component analysis Expectationmaximization algorithm Generative model Principal component analysis Bayesian inference Normal distribution Mixture model
32	CS168: The Modern Algorithmic Toolbox Lecture #8: How PCA Works Tim Roughgarden & Gregory Valiant∗ April 20, Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2016-06-04 09:49:44 Algebra Linear algebra Mathematics Matrices Matrix theory Numerical linear algebra Mathematical physics Eigenvalues and eigenvectors Principal component analysis Orthogonal matrix Singular value decomposition Diagonalizable matrix
33	Exact solutions to the nonlinear dynamics of learning in deep linear neural networks arXiv:1312.6120v3 [cs.NE] 19 FebAndrew M. Saxe () Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-02-19 20:47:47 Artificial neural networks Statistics Machine learning Applied mathematics Deep learning Autoencoder Backpropagation Principal component analysis Matrix
34	IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, VOL. 22, NO. 10, OCTOBERCodebook-Based Audio Feature Representation for Music Information Retrieval Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:25 Algebra Mathematics Information science Machine learning Vector quantization Dimension reduction Search algorithms Feature learning Code K-means clustering Lasso Principal component analysis
35	Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons Lars Buesing, Wolfgang Maass Institute for Theoretical Computer Science Add to Reading List Source URL: www.gatsby.ucl.ac.uk Language: English - Date: 2014-10-13 19:51:13 Computational neuroscience Neuroscience Nervous system Artificial neural networks Statistics Multivariate statistics Biophysics Biological neuron model Principal component analysis Artificial neuron Spike-timing-dependent plasticity Hebbian theory
36	Microsoft Word - 285360_0_art_file_1_1138573116.doc Add to Reading List Source URL: climateaudit.files.wordpress.com Language: English - Date: 2009-12-09 18:08:18 Climate history Covariance and correlation Hockey stick graph Statistics Temperature record of the past 1000 years Steve McIntyre Principal component analysis Correlation and dependence M&M Covariance AW Mathematical analysis
37	The theoretical justifications for Principal Component Analysis (PCA) typically assume that the data is IID over the estimation window. In practice, this assumption is routinely violated in financial data. We examine the Add to Reading List Source URL: mmds-data.org - Date: 2016-06-23 15:50:48
38	Appendix A: Face subclasses In Fig. 3, we showed an example of features versus context. In that example, we illustrated the idea with the class “eyes.” In Fig. S1 we show the subclasses for the class “face” and t Add to Reading List Source URL: www2.ece.ohio-state.edu Language: English - Date: 2010-02-11 05:58:43 Algebra Mathematics Abstract algebra Eigenvalues and eigenvectors Linear algebra Matrix theory Singular value decomposition Principal component analysis
39	LARGE-SCALE MUSIC SIMILARITY SEARCH WITH SPATIAL TREES Brian McFee Computer Science and Engineering University of California, San Diego ABSTRACT Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:26 Statistics Search algorithms Information science Information Dimension reduction K-d tree K-means clustering Normal distribution K-nearest neighbors algorithm Principal component analysis Locality-sensitive hashing Nearest neighbor search
40	Semi-Supervised Dimensionality Reduction for Analyzing High-Dimensional Data with Constraints Su Yan∗∗ IBM Almaden Research Center, 650 Harry Rd San Jose, CA 95120, USA Sofien Bouaziz Add to Reading List Source URL: sofienbouaziz.com Language: English - Date: 2015-11-19 01:50:28 Algebra Mathematics Statistics Multivariate statistics Linear algebra Functional analysis Dimension reduction Geostatistics Kernel principal component analysis Nonlinear dimensionality reduction Principal component analysis Dimensionality reduction

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