ydecastro / sfw4blasso

Sliding Frank-Wolfe Algorithm for BLASSO

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sfw4blasso

Sliding Frank-Wolfe Algorithm for BLASSO

Algorithm that solves the BLASSO using the Sliding Frank-Wolfe (SFW) algorithm. It is based on the Frank-Wolfe algorithm but with an added step, after each creation of a new spike, that moves continuously both the amplitudes and the positions.

The notebook example.ipynb gives a few examples.

Works with Julia 0.5.1

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Sliding Frank-Wolfe Algorithm for BLASSO

License:GNU General Public License v3.0


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Language:Julia 83.5%Language:Jupyter Notebook 16.5%