Stability vs Implicit Bias of Gradient Methods on Separable Data and Beyond

Matan Schliserman, Tomer Koren

Abstract: An influential line of recent work has focused on the generalization properties of unregularized gradient-based learning procedures applied to separable linear classification with exponentially-tai...