Provable detection of propagating sampling bias in prediction models

P Ravishankar, Q Mo, E McFowland III… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
With an increased focus on incorporating fairness in machine learning models, it becomes
imperative not only to assess and mitigate bias at each stage of the machine learning …