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Higher-order singular value decomposition
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#	Item
11	A Tensor Spectral Approach to Learning Mixed Membership Community Models arXiv:1302.2684v4 [cs.LG] 24 OctAnima Anandkumar1 , Rong Ge2 , Daniel Hsu3 , and Sham M. Kakade3 Add to Reading List Source URL: arxiv.org Language: English - Date: 2013-10-27 21:56:48 Networks Graph theory Probability distributions Machine learning Statistical models Community structure Dirichlet distribution Higher-order singular value decomposition Stochastic block model Gibbs sampling Markov chain Tensor
12	Walk’n’Merge: A Scalable Algorithm for Boolean Tensor Factorization D´ora Erd˝os Pauli Miettinen Add to Reading List Source URL: people.mpi-inf.mpg.de Language: English - Date: 2013-12-06 18:36:48 Multilinear algebra Tensors Multivariate statistics Matrix theory Linear algebra Higher-order singular value decomposition Outer product Matrix decomposition Rank Mathematics of general relativity
13	From SIAM News, Volume 39, Number 8, OctoberBridging the Gap Between Numerical Linear Algebra, Theoretical Computer Science, and Data Applications By Gene H. Golub, Michael W. Mahoney, Petros Drineas, and Lek-Heng Add to Reading List Source URL: mmds-data.org Language: English - Date: 2013-11-17 17:36:47 Matrix theory Linear algebra Numerical linear algebra Multivariate statistics Multilinear algebra Higher-order singular value decomposition Non-negative matrix factorization Singular value decomposition Tensor Matrix Rank Orthogonal matrix
14	Spectral Methods for the Hierarchical Dirichlet Process Hsiao-Yu Fish Tung, Chao-Yuan Wu, Manzil Zaheer, Alexander J. Smola Machine Learning Department Carnegie Mellon University 5000 Forbes Ave, Pittsburgh, PA 15213 Add to Reading List Source URL: www.andrew.cmu.edu Language: English - Date: 2016-04-25 14:45:05 Algebra Mathematics Linear algebra Differential geometry Multilinear algebra Tensors Binary operations Metric tensor Higher-order singular value decomposition
15	Spectral Methods for the Hierarchical Dirichlet Process Hsiao-Yu Fish Tung, Chao-Yuan Wu, Manzil Zaheer, Alexander J. Smola Machine Learning Department Carnegie Mellon University 5000 Forbes Ave, Pittsburgh, PA 15213 Add to Reading List Source URL: manzil.ml Language: English - Date: 2016-01-03 02:26:58 Multilinear algebra Tensors Differential geometry Binary operations Metric tensor Higher-order singular value decomposition
16	Spectral Methods for Indian Buffet Process Inference Hsiao-Yu Fish Tung Machine Learning Department Carnegie Mellon University Pittsburgh, PA 15213 Add to Reading List Source URL: sfish0101.bitbucket.org Language: English - Date: 2016-03-17 01:27:45 Algebra Mathematics Linear algebra Matrix theory Higher-order singular value decomposition Multilinear algebra Singular value decomposition Tensor Normal distribution Principal component analysis Pi Eigenvalues and eigenvectors
17	Accelerated Online Low-Rank Tensor Learning for Multivariate Spatio-Temporal Streams Rose Yu Dehua Cheng Yan Liu Department of Computer Science, University of Southern California Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-09-16 19:38:50 Algebra Linear algebra Mathematics Multilinear algebra Multivariate statistics Matrix theory Tensors Higher-order singular value decomposition Singular value decomposition Rank Kronecker product Matrix
18	Multiverse Recommendation: N-dimensional Tensor Factorization for Context-aware Collaborative Filtering Alexandros Karatzoglou Xavier Amatriain Add to Reading List Source URL: www.nuriaoliver.com Language: English - Date: 2016-02-16 11:13:00 Matrix theory Recommender systems Collaboration Linear algebra Collaborative filtering Singular value decomposition Tensor Higher-order singular value decomposition Matrix Personalization Machine learning Non-negative matrix factorization
19	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: 2014-01-11 11:04:12 Algebra Linear algebra Mathematics Multilinear algebra Tensors Higher-order singular value decomposition Tensor Singular value decomposition Product Mathematics of general relativity Tensor field
20	From SIAM News, Volume 37, Number 9, NovemberDecomposing a Tensor By Misha Elena Kilmer and Carla D. Moravitz Martin Are there analogues to the SVD, LU, QR, and other matrix decompositions for tensors (i.e., highe Add to Reading List Source URL: www.alterlab.org Language: English - Date: 2013-11-22 15:41:36 Tensors Multilinear algebra Multivariate statistics Matrix theory Higher-order singular value decomposition Singular value decomposition Tensor Rank Outer product Algebra Linear algebra Mathematics

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