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Singular value decomposition / Multivariate statistics / Matrix theory / Mathematical optimization / Principal component analysis / Eigendecomposition of a matrix / Eigenvalues and eigenvectors / Sparse PCA / Matrix / Algebra / Mathematics / Linear algebra


Sparse Regression as a Sparse Eigenvalue Problem Baback Moghaddam Jet Propulsion Laboratory California Institute of Technology [removed]
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Document Date: 2008-01-09 21:34:49


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New York / Rio de Janeiro / /

Company

Jet Propulsion Laboratory / SIAM Journal / Sparse LDA. / Johns Hopkins Press / Sparse Eigenvalue Problem Baback Moghaddam Jet Propulsion Laboratory / Shai Avidan Adobe Systems Inc / /

Country

Jordan / Brazil / Israel / /

Currency

pence / /

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Facility

Jet Propulsion Laboratory / Yair Weiss The Hebrew University / Technical University of Denmark / California Institute of Technology / /

IndustryTerm

backward search runs / post-processing step / near-optimal solutions / greedy solutions / subspectral algorithm / algorithmic machinery / pre-computing / backward greedy search / improved forward search / search algorithms / greedy search algorithm / continuous algorithms / backward search / greedy algorithms / eigenvector solution / greedy search / subspectral algorithms / forward search / stateof-the-art algorithm / branch-andbound search / branch-and-bound search / /

Organization

Technical University of Denmark / California Institute of Technology / Hebrew University Jerusalem / National Aeronautics and Space Administration / /

Person

GSLS COMPARED / John Wiley / Amit Gruber / /

Position

Prime Minister / Forward / /

ProgrammingLanguage

ML / /

ProvinceOrState

New York / /

PublishedMedium

Machine Learning / Journal of Machine Learning Research / /

Technology

GSLS algorithm / search algorithms / previous algorithms / LARS algorithm / subspectral algorithm / machine learning / greedy algorithms / subspectral algorithms / two algorithms / GSLDA algorithm / PCA algorithm / stateof-the-art algorithm / improved GSLS algorithm / Natarjan algorithm / Greedy Learning Algorithms / greedy search algorithm / obtained using a simple greedy search algorithm / /

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http /

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