MLRC 2022 Challenge - Focus on the common good: Group distributional robustness follows

This repository contains the results analysis and the environment configuration for a reproducibility study of Focus on the common good: Group distributional robustness follows by V. Piratla, P. Netrapalli, and S. Sarawagi.

The files are organized as follows:

• env_setup.md contains instructions on how to setup an appropriate environment to run experiments
• experiments.md contains commands to run all the replicated experiments
• analysis.ipynb contains code to replicate the report figures and tables (with the experimental results)
• The code for running experiments can be found in the wilds folder

The original paper can be cited as follows

@article{piratla2021focus,
  title={Focus on the common good: Group distributional robustness follows},
  author={Piratla, Vihari and Netrapalli, Praneeth and Sarawagi, Sunita},
  journal={arXiv preprint arXiv:2110.02619},
  year={2021}
}