Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors

This is the official implementation of the paper Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors @ NeurIPS 2023

by Beepul Bharti, Paul Yi, and Jeremias Sulam.

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Experiments

Each of the folders refers to dataset/prediction task. To run a particular experiment, run the notebooks in the folder and the results/figures will be saved in the 'results' folder.

References

@inproceedings{bharti2023estimating,
  title = {Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors},
  author = {Beepul Bharti and Paul Yi and Jeremias Sulam},
  booktitle = {Thirty-seventh Conference on Neural Information Processing Systems},
  year = {2023}
}