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Convex analysis / Convex optimization / Homotopy / Linear programming / Convex function / Least squares / Mathematical optimization / Mathematical analysis / Operations research


An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization
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Document Date: 2014-02-16 19:30:21

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File Size: 532,09 KB

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City

Beijing / Toronto / Boston / Palo Alto / /

Company

Princeton University Press / SIAM Journal / /

Country

Belgium / United States / China / /

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Facility

Catholic University of Louvain / Sparse Optimization Your Name Your Fantastic Institute / Their Fantastic Institute / /

Holiday

Assumption / /

IndustryTerm

ǫ-optimal solution / line-search technique / line search procedure starts / sparse solutions / important applications / approximate solution / iterative shrinkagethreshold algorithm / trivial solution / final solution / machinery / line-search / scAPG algorithm / line search / linear search procedure / signal processing / line-search procedure / adaptive line-search / /

Organization

Royal Statistical Society / Sparse Optimization Your Name Your Fantastic Institute / Fantastic Institute / Princeton University / Catholic University of Louvain / Center for Operations Research and Econometrics / /

Person

Ai / Nesterov / /

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Position

author / /

ProvinceOrState

California / /

PublishedMedium

Journal of the Royal Statistical Society / IEEE Transactions on Information Theory / Machine Learning / /

Technology

iterative shrinkagethreshold algorithm / dom / Machine Learning / scAPG algorithm / /

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