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Dimensionality reduction
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#	Item
231	Vaccine Safety Bibliography March[removed]Erratum: Early cervical myelitis after human papilloma virus vaccination. Neurol Neuroimmunol Neuroinflamm[removed]Jan 14;2(1):e64. eCollection 2015 Feb. Link to PubMed abstract: h Add to Reading List Source URL: vaers.hhs.gov Language: English - Date: 2015-03-13 16:54:48 Biology Pneumococcal conjugate vaccine Pneumonia Influenza vaccine Vaccination schedule PubMed Vaccination Multifactor dimensionality reduction Neal Halsey Vaccines Prevention Medicine
232	Regularizers versus Losses for Nonlinear Dimensionality Reduction Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-06-02 22:35:08 Multivariate statistics Dimension reduction Matrix theory Computational statistics Linear algebra Nonlinear dimensionality reduction Bregman divergence Semidefinite embedding Principal component analysis Statistics Algebra Mathematics
233	Distance Learning Algorithm Comparing in Classification and Retrieval Jiecheng Zhao supervisor: Scott Sanner October 31, 2012 Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-11-14 04:07:19 Statistical classification Data analysis Learning Nonlinear dimensionality reduction K-nearest neighbor algorithm Supervised learning Large margin nearest neighbor Linear classifier Support vector machine Statistics Machine learning Multivariate statistics
234	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 61, NO. 2, FEBRUARYRandomized Dimensionality Reduction for k-Means Clustering Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2015-03-03 12:10:42 Matrix theory Multivariate statistics Data analysis Functional analysis Singular value decomposition Orthogonal matrix Rank Cluster analysis Matrix Algebra Mathematics Linear algebra
235	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
236	10 Diﬀusion Maps - a Probabilistic Interpretation for Spectral Embedding and Clustering Algorithms Boaz Nadler1 , Stephane Lafon2,3 , and Ronald Coifman3 , and Ioannis G. Kevrekidis4 Add to Reading List Source URL: www.wisdom.weizmann.ac.il Language: English - Date: 2008-12-23 08:08:27 Matrix theory Singular value decomposition Multivariate statistics Operator theory Eigenvalues and eigenvectors Nonlinear dimensionality reduction Principal component analysis Spectral clustering Spectral theorem Algebra Mathematics Linear algebra
237	Journal of Machine Learning Research[removed]1243 Submitted 5/02; Published 3/03 Dimensionality Reduction via Sparse Support Vector Machines Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2004-08-31 14:18:40 Stepwise regression Linear regression Nonlinear regression Support vector machine Feature selection Statistics Regression analysis Econometrics
238	Learning Appearance Manifolds from Video Ali Rahimi MIT CS and AI Lab, Cambridge, MA[removed]removed] Add to Reading List Source URL: cba.mit.edu Language: English - Date: 2011-12-13 18:32:02 Dimension reduction Computational statistics Dimension Nonlinear dimensionality reduction Pattern recognition Supervised learning Manifold Isomap Markov chain Statistics Machine learning Multivariate statistics
239	Convex Modeling with Priors by Benjamin Recht B.S., University of Chicago[removed]M.S., Massachusetts Institute of Technology (2002) Add to Reading List Source URL: cba.mit.edu Language: English - Date: 2011-12-13 18:32:07 Mathematical optimization Regression analysis Image processing Nonlinear dimensionality reduction Supervised learning Neil Gershenfeld Segmentation Cluster analysis Spectral clustering Statistics Machine learning Multivariate statistics
240	Nonlinear Latent Variable Models for Video Sequences Ali Rahimi CSAIL Mass. Inst. Technology Add to Reading List Source URL: cba.mit.edu Language: English - Date: 2011-12-13 18:32:02 Multivariate statistics Linear algebra Signal processing Abstract algebra Functions and mappings Nonlinear dimensionality reduction Kalman filter Expectation–maximization algorithm Kernel principal component analysis Statistics Mathematics Algebra

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