Fairness under uncertainty in sequential decisions

Michelle Seng Ah Lee, Kirtan Padh, David Watson +2

Fair machine learning (ML) methods help identify and mitigate the risk that algorithms encode or automate social injustices. Algorithmic approaches alone cannot resolve structural…