Tensor rank decomposition - PDFSEARCH.IO - Document Search Engine

Tensor rank decomposition
Results: 27

#	Item
11	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
12	SPLATT: Efficient and Parallel Sparse Tensor-Matrix Multiplication Shaden Smith∗ , Niranjay Ravindran† , Nicholas D. Sidiropoulos† , George Karypis∗ University of Minnesota, Minneapolis, MN 55455, U.S.A. ∗ {sha Add to Reading List Source URL: glaros.dtc.umn.edu Language: English - Date: 2015-04-19 01:48:43 Binary operations Tensors Multilinear algebra Tensor Rank Outer product Homogeneous polynomial Singular value decomposition Matrix Algebra Linear algebra Mathematics
13	Journal of Machine Learning Research[removed]2832 Submitted 2/13; Revised 3/14; Published 8/14 Tensor Decompositions for Learning Latent Variable Models Animashree Anandkumar Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2014-10-04 14:56:37 Tensors Matrix theory Data analysis Multilinear algebra Singular value decomposition Symmetric tensor Rank Homogeneous polynomial Covariance matrix Algebra Mathematics Linear algebra
14	Approximate Low-Rank Tensor Learning Yaoliang Yu Dept of Machine Learning Carnegie Mellon University [removed] Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:27:59 Tensors Matrix theory Numerical linear algebra Dimension reduction Singular value decomposition Rank Trace Outer product Principal component analysis Algebra Linear algebra Mathematics
15	Distributed Latent Dirichlet Allocation via Tensor Factorization Sergiy Matusevych Microsoft CISL [removed] Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:11 Statistical natural language processing Linear algebra Markov models Functional analysis Numerical linear algebra Singular value decomposition Latent Dirichlet allocation Rank Topic model Algebra Mathematics Statistics
16	Distributed Latent Dirichlet Allocation via Tensor Factorization Sergiy Matusevych Microsoft CISL [removed] Add to Reading List Source URL: opt-ml.org Language: English - Date: 2014-12-10 11:28:11 Statistical natural language processing Linear algebra Markov models Functional analysis Numerical linear algebra Singular value decomposition Latent Dirichlet allocation Rank Topic model Algebra Mathematics Statistics
17	SCENT: Scalable Compressed Monitoring of Evolving Multirelational Social Networks YU-RU LIN, K. SELC ¸ UK CANDAN, and HARI SUNDARAM, Arizona State University LEXING XIE, IBM T. J. Watson Research Center Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-01-15 19:15:14 Tensors Multilinear algebra Materials science Mechanics Tensor Rank Stress Singular value decomposition Homogeneous polynomial Algebra Linear algebra Mathematics
18	Workshop Report1 Future Directions in Tensor-Based Computation and Modeling May 1, 2009 Evrim Acar Add to Reading List Source URL: www.cs.cornell.edu Language: English - Date: 2009-05-13 15:14:01 Tensors Rank Multilinear algebra Principal component analysis Singular value decomposition Numerical linear algebra Multilinear subspace learning Higher-order singular value decomposition Algebra Linear algebra Mathematics
19	Journal of Machine Learning Research[removed]2832 Submitted 2/13; Revised 3/14; Published 8/14 Tensor Decompositions for Learning Latent Variable Models Animashree Anandkumar Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-01-08 18:02:10 Tensors Matrix theory Data analysis Multilinear algebra Singular value decomposition Symmetric tensor Rank Homogeneous polynomial Covariance matrix Algebra Mathematics Linear algebra
20	JMLR: Workshop and Conference Proceedings vol[removed]–62 A Tensor Spectral Approach to Learning Mixed Membership Community Models Animashree Anandkumar Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2014-11-25 10:45:19 Tensors Abstract algebra Matrix theory Singular value decomposition Markov chain Rank Eigenvalues and eigenvectors Matrix Vector space Algebra Mathematics Linear algebra

UPDATE