EPFL; Columbia University; UC San Diego; UC Berkeley
Bogdan Kulynych, Yao-Yuan Yang, Yaodong Yu, Jarosław Błasiok, Preetum Nakkiran
deep learning;differential privacy;disparate impact;distributional robustness;DRO;adversarial robustness;robust overfitting;distributional generalization
What You See is What You Get: Principled Deep Learning via Distributional Generalization