#Algorithmic Fairness
Latest news articles tagged with "Algorithmic Fairness". Follow the timeline of events, related topics, and entities.
Articles (4)
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🇺🇸 Evaluating Causal Discovery Algorithms for Path-Specific Fairness and Utility in Healthcare
[USA]
arXiv:2603.15926v1 Announce Type: cross Abstract: Causal discovery in health data faces evaluation challenges when ground truth is unknown. We address this by collaborating with experts to construct ...
Related: #Healthcare AI -
🇺🇸 Fair Learning for Bias Mitigation and Quality Optimization in Paper Recommendation
[USA]
arXiv:2603.11936v1 Announce Type: new Abstract: Despite frequent double-blind review, demographic biases of authors still disadvantage the underrepresented groups. We present Fair-PaperRec, a MultiLa...
Related: #Academic Publishing -
🇺🇸 Procedural Fairness via Group Counterfactual Explanation
[USA]
arXiv:2603.11140v1 Announce Type: cross Abstract: Fairness in machine learning research has largely focused on outcome-oriented fairness criteria such as Equalized Odds, while comparatively less atte...
Related: #Explainable AI -
🇺🇸 Operationalizing Fairness: Post-Hoc Threshold Optimization Under Hard Resource Limits
[USA]
arXiv:2602.22560v1 Announce Type: cross Abstract: The deployment of machine learning in high-stakes domains requires a balance between predictive safety and algorithmic fairness. However, existing fa...
Related: #Machine Learning Ethics, #Resource Allocation
Key Entities (1)
- Machine learning (1 news)
About the topic: Algorithmic Fairness
The topic "Algorithmic Fairness" aggregates 4+ news articles from various countries.