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Functional decomposition
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#	Item
111	Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition Jeff Schneider Robotics Institute Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-09-10 18:54:40 Markov models Linear algebra Tensors Numerical linear algebra Functional analysis Markov chain Hidden Markov model Expectation–maximization algorithm Matrix Algebra Statistics Mathematics
112	Spectral Learning of Hidden Markov Models from Dynamic and Static Data Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-09-10 11:52:47 Markov models Functional analysis Multivariate statistics Numerical linear algebra Linear algebra Principal component analysis Expectation–maximization algorithm Singular value decomposition Markov chain Statistics Algebra Mathematics
113	Com2: Fast Automatic Discovery of Temporal (’Comet’) Communities Miguel Araujo1,5 , Spiros Papadimitriou2 , Stephan G¨ unnemann1 , Christos 1 3 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-04-30 23:29:09 Tensors Functional analysis Singular value decomposition Rank Mathematics of general relativity Algebra Mathematics Linear algebra
114	Package ‘irlba’ July 2, 2014 Type Package Title Fast partial SVD by implicitly-restarted Lanczos bidiagonalization Version[removed]Date[removed] Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 12:12:20 Numerical linear algebra Matrix theory Singular value decomposition Functional analysis Lanczos algorithm Bidiagonalization Singular value Matrix Projection Algebra Linear algebra Mathematics
115	Principle Component Analysis and Model Reduction for Dynamical Systems D.C. Sorensen Virginia Tech Add to Reading List Source URL: www.caam.rice.edu Language: English - Date: 2004-11-16 17:44:20 Functional analysis Multivariate statistics Control theory Singular value decomposition Principal component analysis Sorensen Projection State space Algebra Linear algebra Mathematics
116	The irlba Package Bryan W. Lewis [removed], adapted from the work of: Jim Baglama (University of Rhode Island) and Lothar Reichel (Kent State University). Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 12:12:21 Numerical linear algebra Matrix theory Singular value decomposition Functional analysis Bidiagonalization Lanczos algorithm Singular value Matrix Algebra Linear algebra Mathematics
117	Globally Optimal Bilinear Programming for Computer Vision Applications Manmohan Chandraker David Kriegman [removed] Add to Reading List Source URL: vision.ucsd.edu Language: English - Date: 2008-05-05 20:33:18 Operations research Mathematical optimization Numerical linear algebra Functional analysis Vector space Linear programming relaxation Linear programming Norm Singular value decomposition Algebra Mathematics Linear algebra
118	Noname manuscript No. (will be inserted by the editor) Morphologically accurate reduced order modeling of spiking neurons Anthony R. Kellems, Saifon Chaturantabut, Add to Reading List Source URL: www.caam.rice.edu Language: English - Date: 2009-04-15 17:03:00 Functional analysis Control theory Regression analysis Statistical models Linear algebra Singular value decomposition Principal component analysis Discretization State space Mathematics Algebra Statistics
119	IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 9, NO. 8, AUGUST[removed]Sequential Karhunen–Loeve Basis Extraction and its Application to Images Add to Reading List Source URL: www.cs.technion.ac.il Language: English - Date: 2012-05-31 10:47:18 Singular value decomposition Numerical linear algebra Functional analysis Matrix theory Principal component analysis Rank Orthogonal matrix Matrix QR decomposition Algebra Mathematics Linear algebra
120	Efficient Numerical Methods for Least-Norm Regularization D.C. Sorensen I Add to Reading List Source URL: www.caam.rice.edu Language: English - Date: 2010-05-20 09:39:55 Matrix theory Functional analysis Numerical linear algebra Singular value decomposition Karush–Kuhn–Tucker conditions Algebra Linear algebra Mathematics

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