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01/31/2023
Support Exploration Algorithm for Sparse Support Recovery
We introduce a new algorithm promoting sparsity called Support Explorati...
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08/23/2019
QuicK-means: Acceleration of K-means by learning a fast transform
K-means -- and the celebrated Lloyd algorithm -- is more than the cluste...
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12/18/2018
Frank-Wolfe Algorithm for the Exact Sparse Problem
In this paper, we study the properties of the Frank-Wolfe algorithm to s...
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09/30/2016
Optimal spectral transportation with application to music transcription
Many spectral unmixing methods rely on the non-negative decomposition of...
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12/12/2014