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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: 329,43 KB

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City

Beijing / Boston / Redmond / Iowa City / /

Company

Princeton University Press / SIAM Journal / Microsoft / /

Country

China / /

Facility

Sparse Optimization Qihang Lin The University of Iowa / /

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

The University of Iowa / Royal Statistical Society / Princeton University / /

Person

Lin Xiao / Ai / Nesterov / /

Position

author / /

ProvinceOrState

Iowa / Washington / /

PublishedMedium

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

Technology

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

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