Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Statistics & Actuarial Science, Department of Mathematics, The University of Hong Kong; Halicioglu Data Science Institute, University of California San Diego, La Jolla, CA 92093, USA
Yuan Cao, Quanquan Gu, Mikhail Belkin
maximum margin classification;over-parameterization;benign overfitting
Risk Bounds for Over-parameterized Maximum Margin Classification on Sub-Gaussian Mixtures