Can Implicit Bias Explain Generalization Stochastic Convex Optimization as a Case Study

We revisit this paradigm in arguably the simplest non-trivial setup, and study the implicit bias of Stochastic Gradient Descent (SGD) in the context of Stochastic Convex Optimization.