| FairGLVQ: Fairness in Partition-Based Classification | Oct 16, 2024 | ClassificationFairness | CodeCode Available | 0 |
| Deep Fair Clustering for Visual Learning | Jun 1, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 |
| FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning | Dec 14, 2024 | Fairnessgraph partitioning | CodeCode Available | 0 |
| DeepBern-Nets: Taming the Complexity of Certifying Neural Networks using Bernstein Polynomial Activations and Precise Bound Propagation | May 22, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Decorrelation using Optimal Transport | Jul 11, 2023 | Binary ClassificationEthics | CodeCode Available | 0 |
| Algorithmic Inheritance: Surname Bias in AI Decisions Reinforces Intergenerational Inequality | Jan 23, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| Decoding fairness: a reinforcement learning perspective | Dec 20, 2024 | FairnessImitation Learning | CodeCode Available | 0 |
| Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding | Jun 10, 2019 | Fairness | CodeCode Available | 0 |
| Fair Graph Representation Learning via Sensitive Attribute Disentanglement | May 11, 2024 | AttributeDisentanglement | CodeCode Available | 0 |
| FairGridSearch: A Framework to Compare Fairness-Enhancing Models | Jan 4, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems | Feb 1, 2024 | Collaborative FilteringFairness | CodeCode Available | 0 |
| FairGT: A Fairness-aware Graph Transformer | Apr 26, 2024 | Fairnessfeature selection | CodeCode Available | 0 |
| Smooth Min-Max Monotonic Networks | Jun 1, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Inductive Graph Unlearning | Apr 6, 2023 | FairnessGraph Learning | CodeCode Available | 0 |
| Attributing Fair Decisions with Attention Interventions | Sep 8, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Fairify: Fairness Verification of Neural Networks | Dec 8, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Fair In-Context Learning via Latent Concept Variables | Nov 4, 2024 | Data AugmentationFairness | CodeCode Available | 0 |
| Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics | Jun 28, 2021 | Fairness | CodeCode Available | 0 |
| Social Biases in Knowledge Representations of Wikidata separates Global North from Global South | May 5, 2025 | AttributeChatbot | CodeCode Available | 0 |
| Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria | May 31, 2022 | Credit scoreFairness | CodeCode Available | 0 |
| Noise-tolerant fair classification | Jan 30, 2019 | ClassificationFairness | CodeCode Available | 0 |
| Fairness and Unfairness in Binary and Multiclass Classification: Quantifying, Calculating, and Bounding | Jun 7, 2022 | Fairness | CodeCode Available | 0 |
| Influence-based Attributions can be Manipulated | Sep 8, 2024 | Data ValuationFairness | CodeCode Available | 0 |
| UP5: Unbiased Foundation Model for Fairness-aware Recommendation | May 20, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Information Bargaining: Bilateral Commitment in Bayesian Persuasion | Jun 6, 2025 | Fairness | CodeCode Available | 0 |
