conftrace_

group fairness

176 papers

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GF

Co-occurring keywords · papers mentioning both

algorithmic fairness (26) demographic parity (14) individual fairness (13) equalized odd (9) approximation algorithm (9) fair classification (9) federated learning (9) fairness metric (8) fairness constraint (7) bias mitigation (7)

Papers

The Impossibility of Fair LLMs ACL 2025 Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025 Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025 Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers AISTATS 2024 Demystifying Local & Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition ICLR 2024 Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study NeurIPS 2024 EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning IJCAI 2024 Enhancing Group Fairness in Online Settings Using Oblique Decision Forests ICLR 2024 Fair Classifiers that Abstain without Harm ICLR 2024 Fair Federated Learning with Biased Vision-Language Models ACL 2024 Fairness-Aware Meta-Learning via Nash Bargaining NeurIPS 2024 Fairness without Harm: An Influence-Guided Active Sampling Approach NeurIPS 2024 FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024 FairRR: Pre-Processing for Group Fairness through Randomized Response AISTATS 2024 FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis ICLR 2024 FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods ICLR 2024 FRAPPÉ: A Group Fairness Framework for Post-Processing Everything ICML 2024 GRASP: A Disagreement Analysis Framework to Assess Group Associations in Perspectives NAACL 2024 Group Fairness in Multilingual Speech Recognition Models NAACL 2024 Group Fairness in Predict-Then-Optimize Settings for Restless Bandits UAI 2024 Individual Fairness under Group Fairness Constraints in Bipartite Matching - One Framework to Approximate Them All IJCAI 2024 Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024 Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation AAAI 2024 Mitigating Spurious Correlations via Disagreement Probability NeurIPS 2024 Multi-Dimensional Fair Federated Learning AAAI 2024