| Fair Adversarial Gradient Tree Boosting | Nov 13, 2019 | AttributeFairness | CodeCode Available | 0 |
| A Reductions Approach to Fair Classification | Mar 6, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| FA*IR: A Fair Top-k Ranking Algorithm | Jun 20, 2017 | Fairness | CodeCode Available | 0 |
| The Cost of Local and Global Fairness in Federated Learning | Mar 27, 2025 | FairnessFederated Learning | CodeCode Available | 0 |
| Properties of fairness measures in the context of varying class imbalance and protected group ratios | Nov 13, 2024 | Fairness | CodeCode Available | 0 |
| Fair Algorithms for Clustering | Jan 8, 2019 | ClusteringFairness | CodeCode Available | 0 |
| Automatic detection of faults in race walking from a smartphone camera: a comparison of an Olympic medalist and university athletes | Aug 24, 2022 | FairnessFault Detection | CodeCode Available | 0 |
| Automated Directed Fairness Testing | Jul 2, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Verifiable evaluations of machine learning models using zkSNARKs | Feb 5, 2024 | Fairness | CodeCode Available | 0 |
| Property Inference Attacks Against GANs | Nov 15, 2021 | AttributeFairness | CodeCode Available | 0 |
| Should We Attend More or Less? Modulating Attention for Fairness | May 22, 2023 | Fairnesstext-classification | CodeCode Available | 0 |
| iFlipper: Label Flipping for Individual Fairness | Sep 15, 2022 | Fairness | CodeCode Available | 0 |
| FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret | Apr 3, 2020 | AttributeDecision Making | CodeCode Available | 0 |
| Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning | May 26, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Disparate Impact on Group Accuracy of Linearization for Private Inference | Feb 6, 2024 | FairnessPrivacy Preserving | CodeCode Available | 0 |
| Fair and Diverse DPP-based Data Summarization | Feb 12, 2018 | Data SummarizationDiversity | CodeCode Available | 0 |
| Indian-BhED: A Dataset for Measuring India-Centric Biases in Large Language Models | Sep 15, 2023 | FairnessLanguage Modelling | CodeCode Available | 0 |
| The Data Addition Dilemma | Aug 8, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Multimodal Review Generation with Privacy and Fairness Awareness | Dec 1, 2020 | FairnessReview Generation | CodeCode Available | 0 |
| Impact of Data Distribution on Fairness Guarantees in Equitable Deep Learning | Dec 29, 2024 | Fairness | CodeCode Available | 0 |
| Towards Unbiased and Accurate Deferral to Multiple Experts | Feb 25, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| The Devil is in the Data: Learning Fair Graph Neural Networks via Partial Knowledge Distillation | Nov 29, 2023 | FairnessKnowledge Distillation | CodeCode Available | 0 |
| Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework | May 19, 2025 | FairnessRetrieval-augmented Generation | CodeCode Available | 0 |
| Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness | Jun 14, 2024 | Fairness | CodeCode Available | 0 |
| A Distributed Fair Machine Learning Framework with Private Demographic Data Protection | Sep 17, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
