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Dimension reduction
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#	Item
471	HSI[removed]Rzeszow, Poland, May 13-15, 2010 The Analysis of Dimensionality Reduction Techniques in Cryptographic Object Code Add to Reading List Source URL: www.thought.net Language: English - Date: 2010-12-18 00:33:09 Covariance and correlation Principal component analysis Covariance Variance Dimension reduction Unscented transform Statistics Data analysis Multivariate statistics
472	in Advances in Neural Information Processing Systems 15 S. Becker, S. Thrun and K. Obermayer (eds.), MIT Press[removed]Exponential Family PCA for Belief Compression in POMDPs Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2003-06-04 12:36:51 Principal component analysis Nonlinear dimensionality reduction Dimension reduction Non-negative matrix factorization Kullback–Leibler divergence Markov decision process Singular value decomposition Divergence Kernel principal component analysis Statistics Multivariate statistics Partially observable Markov decision process
473	Closed-Form Supervised Dimensionality Reduction with Generalized Linear Models Irina Rish IBM T.J. Watson Research Center, Yorktown Heights, NY[removed]USA Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-08-10 09:51:56 Statistical classification Regression analysis Statistical theory Supervised learning Support vector machine Dimension reduction Loss function Non-negative matrix factorization Principal component analysis Statistics Machine learning Multivariate statistics
474	Planning under Uncertainty for Reliable Health Care Robotics Nicholas Roy1 , Geoffrey Gordon2 , and Sebastian Thrun3 1 2 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2003-11-30 16:19:00 Markov processes Stochastic control Linear algebra Partially observable Markov decision process Principal component analysis Nonlinear dimensionality reduction Dimension reduction Reinforcement learning Automated planning and scheduling Statistics Multivariate statistics Dynamic programming
475	Half Transductive Ranking Bing Bai(1) Jason Weston(2) David Grangier(1) Ronan Collobert(1) Corinna Cortes(2) Mehryar Mohri(2)(3) Add to Reading List Source URL: david.grangier.info Language: English - Date: 2010-12-15 14:12:09 Learning Support vector machine Transduction Semi-supervised learning Nonlinear dimensionality reduction Supervised learning Dimension reduction Perceptron Learning to rank Machine learning Statistics Artificial intelligence
476	The Support Vector Decomposition Machine Francisco Pereira1,3 [removed] Geoffrey Gordon2 [removed] Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2006-05-03 09:58:16 Machine learning Statistical classification Linear algebra Matrix theory Support vector machine Singular value decomposition Dimension reduction Independent component analysis Statistics Algebra Multivariate statistics
477	Half Transductive Ranking Bing Bai(1) Ronan Collobert(1) Jason Weston(2) Corinna Cortes(2) Add to Reading List Source URL: david.grangier.info Language: English - Date: 2010-12-15 14:11:51 Machine learning Multivariate statistics Statistical classification Dimension Nonlinear dimensionality reduction Support vector machine Perceptron Learning to rank Function Statistics Information science Information retrieval
478	Motivation Biomarker discovery from high-dimensional data is a crucial problem with enormous applications in biology and medicine. It is also extremely challenging from a statistical viewpoint, but surprisingly few studi Add to Reading List Source URL: www.medicine-science.net23.net Language: English - Date: 2013-02-01 02:07:01 Model selection Support vector machine Statistics Dimension reduction Feature selection
479	Nonparametric Forecasting of the Manufacturing Output Growth with Firm-level Survey Data c ` G´erard BIAU a , Olivier BIAU b , and Laurent ROUVIERE Add to Reading List Source URL: www.ensai.fr Language: English - Date: 2013-01-23 11:12:31 Dimension reduction Data mining Data analysis Ensemble learning Random forest Regression analysis Decision tree learning XT Sample Statistics Machine learning Decision trees
480	Curriculum Vitae Michael S. Gashler Research Scientist Specializing in Machine Learning [removed[removed]day), [removed]eve) Add to Reading List Source URL: gashler.com Language: English - Date: 2013-09-01 19:33:38 Econometrics Network architecture Networks Neural network Institute of Electrical and Electronics Engineers Machine learning Waffles Nonlinear dimensionality reduction Dimension reduction Statistics Multivariate statistics Computational neuroscience