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Matrix factorization
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#	Item
481	The Power of Less: Exemplar-based Automatic Transcription of Polyphonic Piano Music ˙ Ismail Arı, Ali Taylan Cemgil? , and Lale Akarun Bogazici University, Dept. of Computer Engineering, 34342 Istanbul, Turkey Add to Reading List Source URL: calismalar.ismailari.com Language: English - Date: 2013-08-20 08:52:39 Multivariate statistics K-medoids Linear algebra Matrix theory Medoid Non-negative matrix factorization Matrix Statistics Mathematics Cluster analysis
482	LNAI[removed]A Unified View of Matrix Factorization Models Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-08-18 10:52:37 Matrix theory Matrices Multivariate statistics Numerical linear algebra Non-negative matrix factorization Singular value decomposition Matrix Latent semantic indexing Rank Algebra Linear algebra Mathematics
483	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
484	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
485	A Bayesian Matrix Factorization Model for Relational Data Ajit P. Singh Department of Electrical Engineering University of Washington Seattle, WA 98195, USA Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2010-06-12 22:03:53 Statistical theory Monte Carlo methods Regression analysis Conjugate prior Metropolis–Hastings algorithm Generalized linear model Maximum likelihood Variational Bayesian methods Bayesian inference Statistics Bayesian statistics Estimation theory
486	Relational Learning via Collective Matrix Factorization Ajit P. Singh Geoffrey J. Gordon Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-07-27 21:01:06 Matrix theory Functional analysis Numerical linear algebra Transformation Non-negative matrix factorization Singular value decomposition Trace Projection Matrix Algebra Mathematics Linear algebra
487	Relational Learning via Collective Matrix Factorization Ajit P. Singh Geoffrey J. Gordon Machine Learning Department Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-06-18 21:40:47 Matrix theory Multivariate statistics Numerical linear algebra Singular value decomposition Non-negative matrix factorization Matrix Eigenvalues and eigenvectors Symmetric matrix Principal component analysis Algebra Linear algebra Mathematics
488	Montessori Algebra for the Adolescent Add to Reading List Source URL: www.montessori-namta.org Language: English - Date: 2013-06-18 11:51:13 Equations Polynomial Complex number Factorization Linear equation Quadratic equation Matrix Vector space Completing the square Mathematics Algebra Elementary algebra
489	On the Importance of Text Analysis for Stock Price Prediction Heeyoung Lee1 Add to Reading List Source URL: www.stanford.edu Language: English - Date: 2014-04-10 02:24:23 Mathematical finance Natural language processing Computational linguistics Stock market N-gram Speech recognition Non-negative matrix factorization Fundamental analysis Volatility Financial economics Mathematics Finance
490	Completing the Square, Gaussian Elimination, and Quadratic Forms In high school you learned how to complete the square: x2 + 6x = x2 + 6x + 9 − 9 = (x + 3)2 − 32 . Add to Reading List Source URL: www.swarthmore.edu Language: English - Date: 1998-06-04 15:22:07 Quadratic forms Matrices Matrix theory Factorization Symmetric matrix Completing the square Definite quadratic form Matrix Matrix decomposition Algebra Mathematics Linear algebra

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