Efficient Stochastic Gradient Descent for Learning with Distributionally Robust Optimization

Soumyadip Ghosh, Mark Squillante, Ebisa Wollega

Distributionally robust optimization (DRO) problems are increasingly seen as a viable method to train machine learning models for improved model generalization. These min-max formu…