Retiring Adult: New Datasets for Fair Machine Learning Frances Ding UC Berkeley Moritz Hardt UC Berkeley John Miller UC Berkeley Ludwig Schmidt Toyota Research Institute

Nov-13-2025, 21:28:17 GMT–Neural Information Processing Systems 

Although the fairness community has recognized the importance of data, researchers in the area primarily rely on UCI Adult when it comes to tabular data.