Stephen Pfohl (@stephenpfohl.bsky.social)

Excited to share that our paper, “Understanding challenges to the interpretation of evaluations of algorithmic fairness” has been accepted to NeurIPS 2025! You can read the paper now on arXiv: arxiv.org/abs/2506.04193.

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Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness Disaggregated evaluation across subgroups is critical for assessing the fairness of machine learning models, but its uncritical use can mislead practitioners. We show that equal performance across sub... https://arxiv.org/abs/2506.04193