Certifying Out-of-Domain Generalization for Blackbox Functions

Maurice Weber, Linyi Li, Boxin Wang +3

Certifying the robustness of model performance under bounded data distribution drifts has recently attracted intensive interest under the umbrella of distributional robustness. How…