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Tensor algebra
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51	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
52	TU Muenchen, Quantics-TT preconditioned and DMRG methods in high-dimensional quantum and stochastic computations Boris N. Khoromskij Max-Planck-Institute for Mathematics in the Sciences, Add to Reading List Source URL: www.exqm.de Language: English - Date: 2014-03-13 12:17:49 Numerical linear algebra Tensor Density matrix renormalization group Numerical analysis Partial differential equation Singular value decomposition Preconditioner Iterative method Algebra Mathematics Mathematical analysis
53	Learning Overcomplete Latent Variable Models through Tensor Decompositions Add to Reading List Source URL: spectrallearning.github.io Language: English - Date: 2014-07-01 18:01:34 Linear algebra Rank Ricci decomposition Algebra Tensors Mathematics
54	Tensor Spectral Clustering for Partitioning Higher-order Network Structures Austin R. Benson∗ Abstract David F. Gleich† Add to Reading List Source URL: cs.stanford.edu Language: English - Date: 2015-01-29 11:19:57 Algebraic graph theory Matrices Network theory Networks Graph partition Spectral clustering Eigenvalues and eigenvectors Conductance Adjacency matrix Mathematics Algebra Graph theory
55	Boij–S¨ oderberg theory and tensor complexes Christine Berkesch (joint work with Daniel Erman, Manoj Kummini, Steven V Sam) The conjectures of M. Boij and J. S¨oderberg [3], proven by D. Eisenbud and F.-O. Schreyer [ Add to Reading List Source URL: www-users.math.umn.edu Language: English - Date: 2013-08-19 05:16:53 Homological algebra Binary operations David Eisenbud Homogeneous coordinate ring Betti number D-module Tensor Graduate Texts in Mathematics Abstract algebra Mathematics Algebra
56	Implementing Neural Networks Efficiently Ronan Collobert1 , Koray Kavukcuoglu2 , and Cl´ement Farabet3,4 1 Idiap Research Institute Martigny, Switzerland Add to Reading List Source URL: ronan.collobert.com Language: English - Date: 2012-12-09 08:52:35 Scripting languages Numerical linear algebra Numerical software Tensors Lua LAPACK Basic Linear Algebra Subprograms NumPy Tensor Software Computing Cross-platform software
57	Boij–S¨ oderberg theory and tensor complexes Christine Berkesch (joint work with Daniel Erman, Manoj Kummini, Steven V Sam) The conjectures of M. Boij and J. S¨oderberg [3], proven by D. Eisenbud and F.-O. Schreyer [ Add to Reading List Source URL: www.math.umn.edu Language: English - Date: 2013-08-19 05:16:53 Homological algebra Binary operations David Eisenbud Homogeneous coordinate ring Betti number D-module Tensor Graduate Texts in Mathematics Abstract algebra Mathematics Algebra
58	Multi-target Tracking by Rank-1 Tensor Approximation Xinchu Shi1,2 , Haibin Ling2 , Junliang Xing1 , Weiming Hu1 1 National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, China Department of Co Add to Reading List Source URL: www.dabi.temple.edu Language: English - Date: 2013-04-19 22:23:34 Least squares Vector space Algebra Mathematics Tensors
59	Com2: Fast Automatic Discovery of Temporal (’Comet’) Communities Miguel Araujo∗ CMU/University of Porto Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-02-15 14:57:43 Tensors Binary operations Tensor Singular value decomposition Rank Outer product Principal component analysis Tensor field Mathematics of general relativity Algebra Linear algebra Mathematics
60	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

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