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Multilinear algebra
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21	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
22	Normal Estimation for Pointcloud using GPU based Sparse Tensor Voting Ming Liu, Franc¸ois Pomerleau, Francis Colas, Roland Siegwart Autonomous Systems Lab, ETH Zurich, Switzerland [ming.liu, francois.pomerleau, francis. Add to Reading List Source URL: ram-lab.com Language: English - Date: 2015-12-18 03:33:57 Dimension reduction Multivariate statistics Image segmentation Multilinear algebra Tensor General-purpose computing on graphics processing units Principal component analysis K-nearest neighbors algorithm Range segmentation
23	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
24	1482 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 34, Add to Reading List Source URL: www.cse.cuhk.edu.hk Language: English - Date: 2012-08-14 14:34:25 Algebra Tensors Linear algebra Theoretical physics Multilinear algebra Exact solutions in general relativity Riemannian geometry
25	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
26	Eigenvalues of tensors and some very basic spectral hypergraph theory Lek-Heng Lim Matrix Computations and Scientific Computing Seminar Add to Reading List Source URL: www.stat.uchicago.edu Language: English - Date: 2010-07-24 09:27:59 Multilinear algebra Tensors Matrix theory Matrices Tensor Homogeneous polynomial Multilinear map Rank Matrix Algebra Linear algebra Mathematics
27	Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-1 Updates arXiv:1402.5180v4 [cs.LG] 4 MarAnima Anandkumar∗ Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-03-04 20:49:37 Multilinear algebra Binary operations Algebras Symmetric tensor Symmetric algebra Singular value decomposition Rank Outer product Multilinear subspace learning Linear algebra Mathematics Tensors
28	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
29	PDF Document Add to Reading List Source URL: background.uchicago.edu Language: English - Date: 2015-01-06 12:05:30 Multilinear algebra Scalar Inflation Scalar-tensor theory Alternatives to general relativity Algebra Mathematics Tensors
30	Matrix Computational Assumptions in Multilinear Groups Paz Morillo1 , Carla R`afols2 , and Jorge L. Villar1? 1 2 Add to Reading List Source URL: eprint.iacr.org Language: English - Date: 2015-04-20 07:04:42 Computational hardness assumptions Finite fields Decisional Diffie–Hellman assumption Diffie–Hellman problem Vector space Matrix Kalman filter Principal component analysis Algebra Mathematics Cryptography