Simple and Effective Specialized Representations for Fair Classifiers

Code and supplementary material for our NeurIPS 2025 paper: "Simple and Effective Specialized Representations for Fair Classifiers" Alberto Sinigaglia, Davide Sartor, Marina Ceccon, Gian Antonio Susto

NeurIPS Poster: https://neurips.cc/virtual/2025/poster/116371

Citation

@inproceedings{sinigaglia2025fair,
  title     = {Simple and Effective Specialized Representations for Fair Classifiers},
  author    = {Sinigaglia Alberto, Sartor Davide, Ceccon Marina, and Susto Gian Antonio},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year      = {2025}
}