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

Near-TightMargin-BasedGeneralizationBoundsforSupportVectorMachinesAllanGrønlund1LiorKamma1KasperGreenLarsen1AbstractmarginSVM.SupportVectorMachines(SVMs)areamongtheminw2mostfundamentaltoolsforbina...