Code for the ICLR'23 paper: Robust Fair Clustering: A Novel Fairness Attack and Defense Framework
python-mnist
gdown
kmedoids
pulp
torch
scikit-learn==0.22.2
zoopt
pyckmeans
- For the attack section of the paper, please follow the code in
Attack.ipynb. - For the defense section of the paper, please follow the code in
Defense.ipynb. - Using the code provided in these notebooks, the experimental results in the paper can be obtained.
- If there any questions, please reach out to
{last_name}@ucdavis.eduwhere{last_name}is the first author's last name.
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