Multilinear algebra

Results: 162



#Item
21Algebra / 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

Spectral Methods for Indian Buffet Process Inference Hsiao-Yu Fish Tung Machine Learning Department Carnegie Mellon University Pittsburgh, PA 15213

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Source URL: sfish0101.bitbucket.org

Language: English - Date: 2016-03-17 01:27:45
22Dimension reduction / Multivariate statistics / Image segmentation / Multilinear algebra / Tensor / General-purpose computing on graphics processing units / Principal component analysis / K-nearest neighbors algorithm / Range segmentation

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.

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Source URL: ram-lab.com

Language: English - Date: 2015-12-18 03:33:57
23Algebra / Linear algebra / Mathematics / Multilinear algebra / Multivariate statistics / Matrix theory / Tensors / Higher-order singular value decomposition / Singular value decomposition / Rank / Kronecker product / Matrix

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

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Source URL: jmlr.org

Language: English - Date: 2015-09-16 19:38:50
24Algebra / Tensors / Linear algebra / Theoretical physics / Multilinear algebra / Exact solutions in general relativity / Riemannian geometry

1482 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 34,

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Source URL: www.cse.cuhk.edu.hk

Language: English - Date: 2012-08-14 14:34:25
25Algebra / Linear algebra / Mathematics / Multilinear algebra / Tensors / Higher-order singular value decomposition / Tensor / Singular value decomposition / Product / Mathematics of general relativity / Tensor field

Com2: Fast Automatic Discovery of Temporal (’Comet’) Communities Miguel Araujo1,5 , Spiros Papadimitriou2 , Stephan G¨ unnemann1 , Christos 1 3

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Source URL: www.cs.cmu.edu

Language: English - Date: 2014-01-11 11:04:12
26Multilinear algebra / Tensors / Matrix theory / Matrices / Tensor / Homogeneous polynomial / Multilinear map / Rank / Matrix / Algebra / Linear algebra / Mathematics

Eigenvalues of tensors and some very basic spectral hypergraph theory Lek-Heng Lim Matrix Computations and Scientific Computing Seminar

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Source URL: www.stat.uchicago.edu

Language: English - Date: 2010-07-24 09:27:59
27Multilinear algebra / Binary operations / Algebras / Symmetric tensor / Symmetric algebra / Singular value decomposition / Rank / Outer product / Multilinear subspace learning / Linear algebra / Mathematics / Tensors

Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-1 Updates arXiv:1402.5180v4 [cs.LG] 4 MarAnima Anandkumar∗

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Source URL: arxiv.org

Language: English - Date: 2015-03-04 20:49:37
28Tensors / Multilinear algebra / Multivariate statistics / Matrix theory / Higher-order singular value decomposition / Singular value decomposition / Tensor / Rank / Outer product / Algebra / Linear algebra / Mathematics

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

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Source URL: www.alterlab.org

Language: English - Date: 2013-11-22 15:41:36
29Multilinear algebra / Scalar / Inflation / Scalar-tensor theory / Alternatives to general relativity / Algebra / Mathematics / Tensors

PDF Document

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Source URL: background.uchicago.edu

Language: English - Date: 2015-01-06 12:05:30
30Computational hardness assumptions / Finite fields / Decisional Diffie–Hellman assumption / Diffie–Hellman problem / Vector space / Matrix / Kalman filter / Principal component analysis / Algebra / Mathematics / Cryptography

Matrix Computational Assumptions in Multilinear Groups Paz Morillo1 , Carla R`afols2 , and Jorge L. Villar1? 1 2

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Source URL: eprint.iacr.org

Language: English - Date: 2015-04-20 07:04:42
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