/certified-generalization

Certifying Out-of-Domain Generalization for Blackbox Functions

Primary LanguagePython

Certifying Out-of-Domain Generalization for Blackbox Functions

This repo contains the official code for our paper Certifying Out-of-Domain Generalization for Blackbox Functions published at ICML 2022.

@InProceedings{
  weber2022certifying,
  title={Certifying Out-of-Domain Generalization for Blackbox Functions},
  author={Weber, Maurice G and Li, Linyi and Wang, Boxin and Zhao, Zhikuan and Li, Bo and Zhang, Ce},
  booktitle={Proceedings of the 39th International Conference on Machine Learning},
  year={2022}
}