Diagnosing Model Performance Under Distribution Shift

Tiffany Tianhui Cai, Hongseok Namkoong, Steve Yadlowsky

Prediction models can perform poorly when deployed to target distributions different from the training distribution. To understand these operational failure modes, we develop a met…