Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making

Hoda Heidari, Claudio Ferrari, Krishna Gummadi, Andreas Krause

Nov-20-2025, 19:42:18 GMT–Neural Information Processing Systems

We draw attention to an important, yet largely overlooked aspect of evaluating fairness for automated decision making systems--namely risk and welfare considerations.

artificial intelligence, data mining, machine learning, (19 more...)

Neural Information Processing Systems

Nov-20-2025, 19:42:18 GMT

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Country:
- Europe > Switzerland
  - Zürich > Zürich (0.04)
- North America > Canada
  - Quebec > Montreal (0.04)

Technology:
- Information Technology
  - Artificial Intelligence > Machine Learning
    - Performance Analysis > Accuracy (0.95)
    - Statistical Learning (0.93)
  - Data Science > Data Mining (0.69)

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Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making
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