Learning with Smooth Hinge Losses
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DOI: 10.1016/j.neucom.2021.08.060
Abstract: Due to the non-smoothness of the Hinge loss in SVM, it is difficult to obtain a faster convergence rate with modern optimization algorithms. In this paper, we introduce two smooth Hinge losses $\psi_G(\alpha;\sigma)$ and $\psi_M(\alpha;\sigma)$… read more here.
Keywords: hinge loss; smooth hinge; loss; hinge ... See more keywords