Cynthia Dwork

From Fairness to Infinity: Outcome-Indistinguishable (Omni)Prediction in Evolving Graphs

2024 · arXiv (Cornell University)

Professional networks provide invaluable entree to opportunity through referrals and introductions. A rich literature shows they also serve to entrench and even exacerbate a status quo of privilege and disadvantage. Hiring platforms, equipped with the …