Matrix regularization

Results: 56



#Item
21Linear algebra / Mathematical analysis / Applied mathematics / Functional analysis / Wavelet / Compressed sensing / Deconvolution / Thresholding / Sparse matrix / Signal processing / Mathematics / Image processing

AN OVERVIEW OF INVERSE PROBLEM REGULARIZATION USING SPARSITY J.-L. Starck a and M. J. Fadilib , a Laboratoire AIM (UMR 7158), CEA/DSM-CNRS-Universit´e Paris Diderot, IRFU, SEDI-SAP, Service d’Astrophysique, Centre de

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Source URL: jstarck.free.fr

Language: English - Date: 2010-02-07 11:06:01
22Mathematical optimization / Numerical linear algebra / Matrix theory / Operations research / Convex optimization / Singular value decomposition / BFGS method / Vector space / Least squares / Algebra / Mathematics / Linear algebra

Accelerated Training for Matrix-norm Regularization: A Boosting Approach Xinhua Zhang∗, Yaoliang Yu and Dale Schuurmans Department of Computing Science, University of Alberta, Edmonton AB T6G 2E8, Canada {xinhua2,yaoli

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2012-10-02 09:45:02
23Machine learning / Linear algebra / Quantum field theory / Summability methods / Tikhonov regularization / Regularization / Supervised learning / Laplacian matrix / Eigenvalues and eigenvectors / Algebra / Mathematics / Mathematical analysis

Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis Matthew B. Blaschko, Christoph H. Lampert, and Arthur Gretton Max Planck Institute for Biological Cybernetics Department of Empirical Infe

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Source URL: eprints.pascal-network.org

Language: English - Date: 2009-03-17 05:35:09
24Linear algebra / Machine learning / Quantum field theory / Summability methods / Tikhonov regularization / Regularization / Supervised learning / Laplacian matrix / Eigenvalues and eigenvectors / Algebra / Mathematics / Mathematical analysis

Semi-supervised Laplacian Regularization of Kernel Canonical Correlation Analysis Matthew B. Blaschko, Christoph H. Lampert, and Arthur Gretton Max Planck Institute for Biological Cybernetics Department of Empirical Infe

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Source URL: www.is.tuebingen.mpg.de

Language: English - Date: 2011-01-20 08:11:03
25Internet protocols / Internet standards / Routing protocols / Matrix / Inverse problem / Routing / Kullback–Leibler divergence / Normal distribution / Regularization / Internet / Statistics / Network architecture

An Information-Theoretic Approach to Traffic Matrix Estimation Yin Zhang Matthew Roughan Carsten Lund David Donoho

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Source URL: conferences.sigcomm.org

Language: English - Date: 2003-07-24 11:26:26
26Machine learning / Econometrics / Estimation theory / Linear regression / Regularization / Akaike information criterion / Matrix / Design matrix / Cross-validation / Statistics / Regression analysis / Model selection

Package ‘gvcm.cat’ February 20, 2015 Type Package Title Regularized Categorical Effects/Categorical Effect Modifiers/Continuous/Smooth effects in GLMs Version 1.7

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Source URL: kambing.ui.ac.id

Language: English - Date: 2015-02-19 18:02:49
27Matrix theory / GraphLab / Information retrieval / Collaboration / Singular value decomposition / Recommender system / Collaborative filtering / Tikhonov regularization / Machine learning / Algebra / Mathematics / Linear algebra

arXiv:1108.2580v2 [cs.LG] 17 Aug[removed]Efficient Multicore Collaborative Filtering Yao Wu Qiang Yan

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Source URL: www.select.cs.cmu.edu

Language: English - Date: 2012-01-03 11:14:17
28Regression analysis / Numerical linear algebra / Matrix theory / Estimation theory / Elastic net regularization / Regularization / Least squares / Matrix norm / Tikhonov regularization / Algebra / Mathematics / Linear algebra

Trace Lasso: a trace norm regularization for correlated designs ´ Edouard Grave

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Source URL: www.di.ens.fr

Language: English - Date: 2011-11-27 13:01:03
29Linear algebra / Matrices / Data analysis / Covariance and correlation / Probability theory / Covariance / Multivariate normal distribution / Matrix / Symmetry / Algebra / Statistics / Mathematics

Group symmetry and covariance regularization

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Source URL: users.cms.caltech.edu

Language: English - Date: 2012-11-05 20:49:38
30Statistical classification / Support vector machine / Matrix / Function / Regularization / Regression analysis / Statistics / Mathematics / Machine learning

Package ‘svmpath’ July 2, 2014 Title svmpath: the SVM Path algorithm Date[removed]Version[removed]Author Trevor Hastie

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 16:40:44
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