Departments of Electrical Engineering and Statistics, Stanford University; Departments of Management Science & Engineering, Stanford University; Departments of Electrical Engineering, Stanford University
Aman Sinha, Hong Namkoong, John Duchi
adversarial training;distributionally robust optimization;deep learning;optimization;learning theory
Certifying Some Distributional Robustness with Principled Adversarial Training