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Fairness

796 directly classified papers

Papers per year

Papers

Fair Allocation of Items in Multiple Regions AAAI 2024
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization AAAI 2024
Referee-Meta-Learning for Fast Adaptation of Locational Fairness AAAI 2024
No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation AAAI 2024
Providing Fair Recourse over Plausible Groups AAAI 2024
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision AAAI 2024
”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024
Identifying Reasons for Bias: An Argumentation-Based Approach AAAI 2024
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance AAAI 2024
Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks AAAI 2024
Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback ACL 2024
Evaluating Pre-trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference AAAI 2024
Classist Tools: Social Class Correlates with Performance in NLP ACL 2024
Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster ACL 2024
Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024
Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation NIPS 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments IJCAI 2024
Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024
Targeted Activation Penalties Help CNNs Ignore Spurious Signals AAAI 2024
Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method IJCAI 2024
Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution AAAI 2024
“Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs EMNLP 2024
Fair Participation via Sequential Policies AAAI 2024