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Nonlinear dimensionality reduction
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171	A local chapter of the American Statistical Association _http://www.amstat.org/chapters/sacramento/_ President: Christiana Drake, [removed]; Vice-President: Gloria J. Robertson, [removed]; Secretary: Kathleen Add to Reading List Source URL: www.amstat.org Language: English - Date: 2007-03-21 18:57:00 Econometrics Scientific method Statistical inference Nonlinear dimensionality reduction Regression analysis Confidence interval Principal component analysis Functional data analysis Dimension reduction Statistics Multivariate statistics Data analysis
172	Manifold Spanning Graphs CJ Carey and Sridhar Mahadevan School of Computer Science University of Massachusetts, Amherst Amherst, Massachusetts, 01003 {ccarey,mahadeva}@cs.umass.edu Add to Reading List Source URL: nemo.cs.umass.edu Language: English - Date: 2014-06-25 13:10:11 Spanning tree Minimum spanning tree Nonlinear dimensionality reduction Depth-first search Matching Graph Manifold Edge coloring Pseudoforest Graph theory Mathematics Theoretical computer science
173	www.sciencemag.org/cgi/content/full[removed]DC1 Supporting Online Material for Reducing the Dimensionality of Data with Neural Networks G. E. Hinton* and R. R. Salakhutdinov To whom correspondence should be addres Add to Reading List Source URL: www.cs.toronto.edu Language: English* - Date: 2006-08-04 12:16:09 Machine learning Data analysis Dimension Nonlinear dimensionality reduction Principal component analysis Dimension reduction Overfitting Backpropagation Test set Statistics Neural networks Multivariate statistics
174	UCL Tutorial on: Deep Belief Nets (An updated and extended version of my 2007 NIPS tutorial) Geoffrey Hinton Canadian Institute for Advanced Research Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2009-07-18 13:52:46 Cybernetics Perceptron Nonlinear dimensionality reduction Backpropagation Statistical classification Generative model Types of artificial neural networks Feedforward neural network Neural networks Statistics Machine learning
175	Author manuscript, published in "IEEE conf. on Computer Vision and Pattern Recognition, France (2012)" DOI : [removed]CVPR[removed]PCCA: A New Approach for Distance Learning from Sparse Pairwise Constraints Alexis Mi Add to Reading List Source URL: hal.archives-ouvertes.fr Language: English - Date: 2013-03-29 07:35:03 Multivariate statistics Nonlinear dimensionality reduction Isomap Kernel trick Dimension reduction Support vector machine Distance Multidimensional scaling Vector space Statistics Algebra Mathematics
176	U NIVERSITY OF T ORONTO , D EPARTMENT OF C OMPUTER S CIENCE 6 King’s College Rd. LP283 Toronto, M5S 3G4 CANADA • Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2009-10-06 19:03:47 Machine learning Neural networks Computational neuroscience Multivariate statistics Cybernetics Conference on Neural Information Processing Systems Geoffrey Hinton Dimension reduction Nonlinear dimensionality reduction Artificial intelligence Statistics Neuroscience
177	A Latent Space Approach to Dynamic Embedding of Co-occurrence Data Purnamrita Sarkar Machine Learning Department Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-02-13 15:26:10 Markov models Multivariate statistics Singular value decomposition Linear algebra Matrix theory Nonlinear dimensionality reduction Kalman filter Eigenvalues and eigenvectors Markov chain Statistics Algebra Mathematics
178	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
179	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
180	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

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