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Robust Multicategory Support Vector Machines using Difference Convex Algorithm

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The Support Vector Machine (SVM) is one of the most popular classification methods in the machine learning literature. Binary SVM methods have been extensively studied, and have achieved many successes in various disciplines. However, generalization to Multica... ...