Faster Margin Maximization Rates for Generic and Adversarially Robust Optimization Methods

Guanghui Wang, Zihao Hu, Claudio Gentile +2

First-order optimization methods tend to inherently favor certain solutions over others when minimizing an underdetermined training objective that has multiple global optima. This…