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Learning Personalized Decision Support Policies
Individual human decision-makers may benefit from different forms of sup...
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Harms from Increasingly Agentic Algorithmic Systems
Research in Fairness, Accountability, Transparency, and Ethics (FATE) ha...
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Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
Transparency of algorithmic systems entails exposing system properties t...
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On the Fairness of Causal Algorithmic Recourse
While many recent works have studied the problem of algorithmic fairness...
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Explainable Machine Learning in Deployment
Explainable machine learning seeks to provide various stakeholders with ...
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