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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation AAAI 2024
The Fairness Fair: Bringing Human Perception into Collective Decision-Making AAAI 2024
Temporal Fairness in Multiwinner Voting AAAI 2024
Mixed Fair Division: A Survey AAAI 2024
Demystifying Algorithmic Fairness in an Uncertain World AAAI 2024
Fostering Trustworthiness in Machine Learning Algorithms AAAI 2024
Towards Trustworthy Deep Learning AAAI 2024
Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment AAAI 2024
Fair and Optimal Prediction via Post-Processing AAAI 2024
Artificial Intelligence in the CS2023 Undergraduate Computer Science Curriculum: Rationale and Challenges AAAI 2024
Addressing Digital and AI Skills Gaps in European Living Areas: A Comparative Analysis of Small and Large Communities AAAI 2024
Identifying, Mitigating, and Anticipating Bias in Algorithmic Decisions AAAI 2024
Evaluating the Efficacy of Prompting Techniques for Debiasing Language Model Outputs (Student Abstract) AAAI 2024
Fair Representation Learning with Maximum Mean Discrepancy Distance Constraint (Student Abstract) AAAI 2024
FAIR-FER: A Latent Alignment Approach for Mitigating Bias in Facial Expression Recognition (Student Abstract) AAAI 2024
Diverse Yet Biased: Towards Mitigating Biases in Generative AI (Student Abstract) AAAI 2024
ChatGPT-Generated Code Assignment Detection Using Perplexity of Large Language Models (Student Abstract) AAAI 2024
Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract) AAAI 2024
Enhancing Healthcare Predictions with Deep Learning Models AAAI 2024
Transforming Healthcare: A Comprehensive Approach to Mitigating Bias and Fostering Empathy through AI-Driven Augmented Reality AAAI 2024
Fast & Fair: A Collaborative Platform for Fair Division Applications AAAI 2024
Interactive Human-Centric Bias Mitigation AAAI 2024
Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models ACL 2024
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification ACL 2024
Dissecting Human and LLM Preferences ACL 2024