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}
}