A Smoothing Algorithm for l1 Support Vector Machines. (arXiv:2401.09431v1 [math.OC])
A smoothing algorithm is presented for solving the soft-margin Support Vector
Machine (SVM) optimization problem with an $\ell^{1}$ penalty. This algorithm is
designed to require a modest number of passes over the data, which is an
important measure ...
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