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Statistical classification / Mathematical optimization / Least squares / Multinomial logit / Linear classifier / Stability / Supervised learning / Iteratively reweighted least squares / Support vector machine / Statistics / Regression analysis / Econometrics


Journal of Machine Learning Research[removed]Submitted 8; Published 8 A Fast Hybrid Algorithm for Large Scale ℓ1 -Regularized Logistic Regression
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Document Date: 2012-07-23 20:03:39

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File Size: 411,97 KB

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Company

Sparse Logistic Regression / /

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Event

Product Recall / Product Issues / /

Facility

Mathematics University of California Los Angeles Los Angeles / Applied Mathematics Rice University / Biomedical Engineering Columbia University / /

Holiday

Assumption / /

IndustryTerm

sparse solution / sparse solutions / image processing / accurate solutions / fixed point continuation algorithm / final solution / fixed-point iterative algorithm / iterative shrinkage algorithm / fixed-point continuation algorithm / data mining / line search strategy / hybrid algorithm / line search / forward-backward splitting algorithm / numerical algorithms / line search algorithm / neural signal processing / exhaustive search / precision solution / /

Organization

USA Wotao Yin wotao.yin@rice.du Department of Computational and Applied Mathematics Rice University Houston / Department of Biomedical Engineering Columbia University New York / Mathematics University of California Los Angeles Los Angeles / /

Person

Stanley Osher / Paul Sajda / Wotao Yin / Jianing Shi / /

Position

Editor / Bishop / /

Product

Iterative Shrinkage / Iterative Shrinkage The / /

ProvinceOrState

Texas / New York / California / /

PublishedMedium

Journal of Machine Learning Research / /

Technology

1.3 Existing Algorithms / fixed-point iterative algorithm / bioinformatics / resulting algorithm / hybrid algorithm / line search algorithm / forward-backward splitting algorithm / HIS algorithm / data mining / Machine Learning / fixed point continuation algorithm / iterative shrinkage algorithm / image processing / fixed-point continuation algorithm / /

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