Near-Tight Margin-Based Generalization Bounds for Support Vector Machines

3 Jun 2020Allan GrønlundLior KammaKasper Green Larsen

Support Vector Machines (SVMs) are among the most fundamental tools for binary classification. In its simplest formulation, an SVM produces a hyperplane separating two classes of data using the largest possible margin to the data... (read more)

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