Learning Under Adversarial and Interventional Shifts

Harvineet Singh, Shalmali Joshi, Finale Doshi-Velez +1

Machine learning models are often trained on data from one distribution and deployed on others. So it becomes important to design models that are robust to distribution shifts. Mos…