Implicit Regularization in Over-Parameterized Support Vector Machine

Yang Sui, Xin He, Yang Bai

In this paper, we design a regularization-free algorithm for high-dimensional support vector machines (SVMs) by integrating over-parameterization with Nesterov's smoothing method,…