Distributionally robust linear regression through the lens of adversarial training

Elis Stefansson, David Vävinggren, Antônio H. Ribeiro

Distributionally robust optimization (DRO) studies parameter estimation under uncertainty in the underlying probability distribution and has emerged as a principled framework for a…