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A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity (Hoda Heidari) View | |
6.4 Equality of opportunity (12:24) (DalCltElearn) View | |
Beyond Outcome Fairness in the ML Pipeline (Machine Learning Department at CMU) View | |
On the Long-term Impact of Algorithmic Decision Policies (Hoda Heidari) View | |
Ethics of AI: Challenges and Governance (UNESCO) View | |
Fairway: A Way to Build Fair ML Software (Video, ESEC/FSE 2020) (ACM SIGSOFT) View | |
Fairness in Risk Assessment Instruments: Post-Processing to Achieve Counterfactual Equalized Odds (ACM FAccT Conference) View | |
Distributive Justice for Machine Learning (Machine Learning Department at CMU) View | |
Towards Fairness in Practice: A Practitioner-Oriented Rubric for Evaluating Fair ML Toolkits (ACM SIGCHI) View | |
EC'21: On Modeling Human Perceptions of Allocation Policies with Uncertain Outcomes (ACM SIGecom) View |