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

Assaf Dauber, Meir Feder, Tomer Koren +1

The notion of implicit bias, or implicit regularization, has been suggested as a means to explain the surprising generalization ability of modern-days overparameterized learning al…