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cs.AI2025
Rethinking Optimization: A Systems-Based Approach to Social Externalities
Pegah Nokhiz, Aravinda Kanchana Ruwanpathirana, Helen Nissenbaum
Optimization is widely used for decision making across various domains, valued for its ability to improve efficiency. However, poor implementation practices can lead to unintended…
cs.AI2021
Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability
Pegah Nokhiz, Aravinda Kanchana Ruwanpathirana, Neal Patwari +1
When it comes to studying the impacts of decision making, the research has been largely focused on examining the fairness of the decisions, the long-term effects of the decision pi…