| FairJob: A Real-World Dataset for Fairness in Online Systems | Jul 3, 2024 | AttributeFairness | CodeCode Available | 0 |
| Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models | Jun 20, 2023 | Causal Discoverycounterfactual | CodeCode Available | 0 |
| Fair k-Center Clustering for Data Summarization | Jan 24, 2019 | ClusteringData Summarization | CodeCode Available | 0 |
| When Fair Classification Meets Noisy Protected Attributes | Jul 6, 2023 | AttributeClassification | CodeCode Available | 0 |
| Towards Class-wise Fair Adversarial Training via Anti-Bias Soft Label Distillation | Jun 10, 2025 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models | Dec 17, 2020 | AllBIG-bench Machine Learning | CodeCode Available | 0 |
| Nonconvex Optimization for Regression with Fairness Constraints | Jul 1, 2018 | AttributeFairness | CodeCode Available | 0 |
| Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization | Mar 23, 2022 | FairnessMisinformation | CodeCode Available | 0 |
| Generalizing Fairness to Generative Language Models via Reformulation of Non-discrimination Criteria | Mar 13, 2024 | Fairness | CodeCode Available | 0 |
| FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical Software | Jul 1, 2024 | counterfactualFairness | CodeCode Available | 0 |
| FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms | Jul 11, 2023 | Fairness | CodeCode Available | 0 |
| To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling | Jul 26, 2024 | Fairness | CodeCode Available | 0 |
| Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network | May 2, 2024 | FairnessTrajectory Planning | CodeCode Available | 0 |
| Policy-Gradient Training of Fair and Unbiased Ranking Functions | Nov 19, 2019 | counterfactualDecision Making | CodeCode Available | 0 |
| (Un)certainty of (Un)fairness: Preference-Based Selection of Certainly Fair Decision-Makers | Sep 19, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Non-Orthogonal Multiple Access Assisted by Reconfigurable Intelligent Surface Using Unsupervised Machine Learning | May 1, 2023 | Fairness | CodeCode Available | 0 |
| Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering | Feb 16, 2024 | ClusteringFairness | CodeCode Available | 0 |
| The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC Metric | Feb 15, 2019 | Binary ClassificationFairness | CodeCode Available | 0 |
| Calibration for the (Computationally-Identifiable) Masses | Nov 22, 2017 | Fairness | CodeCode Available | 0 |
| AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics | Feb 7, 2022 | Brain Computer InterfaceEEG | CodeCode Available | 0 |
| Decoding Demographic un-fairness from Indian Names | Sep 7, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Decision-centric fairness: Evaluation and optimization for resource allocation problems | Apr 29, 2025 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Fairness for Robust Log Loss Classification | Mar 10, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers | Apr 28, 2021 | DisentanglementFairness | CodeCode Available | 0 |
| Quota-based debiasing can decrease representation of already underrepresented groups | Jun 13, 2020 | AttributeFairness | CodeCode Available | 0 |
