Multilinear principal-component analysis

Results: 15



#Item
1Algebra / 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
2Dimension 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
3Computational 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
4Tensors / Multilinear algebra / Tensor / Multilinear subspace learning / Principal component analysis / Homogeneous polynomial / Outer product / Rank / Information retrieval / Algebra / Linear algebra / Mathematics

11th International Society for Music Information Retrieval Conference (ISMIRSPARSE MULTI-LABEL LINEAR EMBEDDING WITHIN NONNEGATIVE TENSOR FACTORIZATION APPLIED TO MUSIC TAGGING Yannis Panagakis∗ Constantine Kot

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Source URL: ismir2010.ismir.net

Language: English - Date: 2014-01-23 13:05:30
5Tensors / Rank / Multilinear algebra / Principal component analysis / Singular value decomposition / Numerical linear algebra / Multilinear subspace learning / Higher-order singular value decomposition / Algebra / Linear algebra / Mathematics

Workshop Report1 Future Directions in Tensor-Based Computation and Modeling May 1, 2009 Evrim Acar

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Source URL: www.cs.cornell.edu

Language: English - Date: 2009-05-13 15:14:01
6Multivariate statistics / Multilinear algebra / Dimension reduction / Data analysis / Independent component analysis / Principal component analysis / Tensor / Vector space / Multilinear map / Algebra / Linear algebra / Mathematics

Directional Independent Component Analysis with Tensor Representation

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Source URL: www4.comp.polyu.edu.hk

Language: English - Date: 2009-09-10 03:40:48
7Statistical classification / Machine learning / Dimension reduction / Cybernetics / Stochastic optimization / Support vector machine / Multilinear principal-component analysis / Multilinear subspace learning / Genetic algorithm / Statistics / Mathematics / Applied mathematics

Hindawi Publishing Corporation Computational and Mathematical Methods in Medicine Volume 2013, Article ID[removed], 7 pages http://dx.doi.org[removed][removed]Research Article

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Source URL: downloads.hindawi.com

Language: English - Date: 2014-03-26 09:50:18
8Linear algebra / Multilinear principal-component analysis / Principal component analysis / Tensor / Homogeneous polynomial / Variance / Linear discriminant analysis / Eigenface / Multilinear algebra / Statistics / Algebra / Multivariate statistics

Uncorrelated Multilinear Principal Component Analysis through Successive Variance Maximization Haiping Lu [removed] Konstantinos N. Plataniotis

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Source URL: www.machinelearning.org

Language: English - Date: 2008-04-28 15:09:42
9Dimension reduction / Machine learning / Tensors / Multilinear subspace learning / Principal component analysis / Canonical correlation / Multilinear principal-component analysis / Correlation and dependence / Variance / Statistics / Multivariate statistics / Covariance and correlation

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Source URL: www.dsp.utoronto.ca

Language: English - Date: 2013-04-21 21:36:34
10Multilinear algebra / Tensors / Dimension reduction / Machine learning / Multilinear principal-component analysis / Multilinear subspace learning / Higher-order singular value decomposition / Principal component analysis / Singular value decomposition / Algebra / Linear algebra / Mathematics

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Source URL: www.dsp.utoronto.ca

Language: English - Date: 2011-03-11 23:17:53
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