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ZENODO
Software . 2024
License: http://opensource.org/licenses/MIT
Data sources: ZENODO
ZENODO
Software . 2024
License: https://opensource.org/licenses/MIT
Data sources: Datacite
ZENODO
Software . 2024
License: https://opensource.org/licenses/MIT
Data sources: Datacite
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FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank--Wolfe Algorithms and Conditional Gradients

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 09 Jul 2024Publisher:Cluster of Excellence MATH+
Authors: Besançon, Mathieu; Carderera, Alejandro; Pokutta, Sebastian;

doi: 10.5281/zenodo.12700867 , 10.5281/zenodo.12700868

FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank--Wolfe Algorithms and Conditional Gradients

Abstract

This package is a toolbox for Frank-Wolfe and conditional gradients algorithms. Frank-Wolfe algorithms were designed to solve optimization problems of the form , where f is a differentiable convex function and C is a convex and compact set. They are especially useful when we know how to optimize a linear function over C in an efficient way.

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average