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hinge loss

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support vector machine (17) convex optimization (9) binary classification (7) kernel methods (5) online learning (5) surrogate loss (4) benign overfitting (3) neural network (3) loss function (3) convergence rate (3)

Papers

Support Vector Machines with a Reject Option NeurIPS 2008 Prediction on a Graph with a Perceptron NeurIPS 2006 Smooth ε-Insensitive Regression by Loss Symmetrization JMLR 2005