Kyubyong / irm-empirical-study

An Empirical Study of Invariant Risk Minimization

IRM Empirical Study

Code accompanying our paper An Empirical Study of Invariant Risk Minimization (TBA).

This code extends facebookresearch/InvariantRiskMinimization, the official code for the original IRM paper.

Extended ColoredMNIST

See colored_mnist/experiments.sh for scripts that reproduce our results.

PunctuatedSST-2

See punctuated_sst2/experiments.sh for scripts that reproduce our results.

References

If you use this code for research, please cite our paper (TBA):

@article{choe2020empirical,
  title={An Empirical Study of Invariant Risk Minimization},
  author={Choe, Yo Joong and Ham, Jiyeon and Park, Kyubyong},
  journal={arXiv preprint},
  year={2020}
}