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Low-rank approximation
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#	Item
31	Tighter Low-rank Approximation via Sampling the Leveraged Element∗ Srinadh Bhojanapalli The University of Texas at Austin [removed] Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:31 Numerical linear algebra Matrix theory Mathematical optimization Matrices Singular value decomposition Matrix multiplication Matrix Rank Low-rank approximation Algebra Linear algebra Mathematics
32	Fast Random Walk with Restart and its Applications Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-02-19 15:29:14 Numerical linear algebra Singular value decomposition Matrix theory NP-complete problems Graph partition Principal component analysis Eigenvalues and eigenvectors Latent semantic analysis Low-rank approximation Algebra Mathematics Linear algebra
33	Kernel Belief Propagation 1 Le Song,1 Arthur Gretton,1,2 Danny Bickson,1 Yucheng Low,1 Carlos Guestrin1 School of Computer Science, CMU; 2 Gatsby Computational Neuroscience Unit & MPI for Biological Cybernetics Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2011-07-19 21:41:57 Graphical models Belief propagation Coding theory Probability theory Normal distribution Mixture model Fold Static single assignment form Low-rank approximation Statistics Probability and statistics Probability
34	Microsoft PowerPoint - RodriguesPC_Poznan_2014.pptx Add to Reading List Source URL: www.coboru.pl Language: English - Date: 2014-11-05 15:09:21 Numerical linear algebra Econometrics Data analysis Statistical genetics Principal component analysis Quantitative trait locus Low-rank approximation Singular value decomposition Regression analysis Statistics Algebra Genetics
35	Fast Random Walk with Restart and its Applications Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-02-19 15:29:14 Numerical linear algebra Singular value decomposition Matrix theory NP-complete problems Graph partition Principal component analysis Eigenvalues and eigenvectors Latent semantic analysis Low-rank approximation Algebra Mathematics Linear algebra
36	A low rank based seismic data interpolation via frequencypatches transform and low rank space projection Zhengsheng Yao, Mike Galbraith and Randy Kolesar Schlumberger Summary We propose a new algorithm to improve computa Add to Reading List Source URL: www.geoconvention.com Language: English - Date: 2014-04-20 15:59:09 Numerical linear algebra Multivariate statistics Matrix theory Data analysis Principal component analysis Hankel matrix Singular value decomposition Matrix Low-rank approximation Algebra Linear algebra Mathematics
37	Continuous Matrix Approximation on Distributed Data Mina Ghashami Jeff M. Phillips Feifei Li Add to Reading List Source URL: www.cs.utah.edu Language: English - Date: 2014-04-04 22:43:33 Numerical linear algebra Matrix theory Multivariate statistics Computational complexity theory Streaming algorithm Principal component analysis Time complexity Low-rank approximation Singular value decomposition Algebra Mathematics Linear algebra
38	Approximation of large-scale dynamical systems: An overview A.C. Antoulas and D.C. Sorensen February 7, 2001 Add to Reading List Source URL: www.caam.rice.edu Language: English - Date: 2001-02-07 17:50:08 Numerical linear algebra Numerical analysis Singular value decomposition Low-rank approximation Partial differential equation Control theory Iterative method Principal component analysis Numerical stability Algebra Mathematics Linear algebra
39	1 Best Symmetric Low Rank Approximation via the Symmetry Preserving Singular Value Decomposition Mili I. Shah and Danny C. Sorensen Add to Reading List Source URL: www.caam.rice.edu Language: English - Date: 2007-12-03 10:34:00 Symmetry Matrices Group theory Mathematical physics Quadratic forms Dihedral group Rotation matrix Rotational symmetry Point reflection Algebra Mathematics Linear algebra
40	On the Feasibility of Low-rank Approximation for Personalized PageRank∗ Andras ´ A. Benczur ´ Add to Reading List Source URL: www2005.org Language: English - Date: 2005-04-05 10:24:32 Numerical linear algebra Link analysis Markov models Matrix theory PageRank Power iteration Singular value decomposition Matrix Webgraph Algebra Mathematics Linear algebra

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