| Differentially Private Random Feature Model | Dec 6, 2024 | Fairnessmodel | CodeCode Available | 0 | 5 |
| Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness | Oct 3, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity | Mar 14, 2022 | EthicsFairness | CodeCode Available | 0 | 5 |
| Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks | Oct 30, 2023 | FairnessMath | CodeCode Available | 0 | 5 |
| Equal Improvability: A New Fairness Notion Considering the Long-term Impact | Oct 13, 2022 | Fairness | CodeCode Available | 0 | 5 |
| A Convex Framework for Fair Regression | Jun 7, 2017 | Fairnessregression | CodeCode Available | 0 | 5 |
| Addressing Marketing Bias in Product Recommendations | Dec 4, 2019 | Collaborative FilteringFairness | CodeCode Available | 0 | 5 |
| Learning Fair Representations via an Adversarial Framework | Apr 30, 2019 | ClassificationFairness | CodeCode Available | 0 | 5 |
| Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness | Apr 19, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models | Sep 25, 2021 | Discrete Choice ModelsFairness | CodeCode Available | 0 | 5 |
| Learning Fair Rule Lists | Sep 9, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Modeling Disclosive Transparency in NLP Application Descriptions | Jan 2, 2021 | FairnessLanguage Modeling | CodeCode Available | 0 | 5 |
| FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge | May 12, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems | Jul 2, 2023 | Fairness | CodeCode Available | 0 | 5 |
| E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems | Apr 20, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| Addressing Missing Sources with Adversarial Support-Matching | Mar 24, 2022 | Fairness | CodeCode Available | 0 | 5 |
| A Generic Framework for Conformal Fairness | May 22, 2025 | Conformal PredictionFairness | CodeCode Available | 0 | 5 |
| EqGNN: Equalized Node Opportunity in Graphs | Aug 19, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| Equal Experience in Recommender Systems | Oct 12, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques | Jan 10, 2019 | FairnessMachine Translation | CodeCode Available | 0 | 5 |
| Ethical Considerations for Responsible Data Curation | Feb 7, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| Variational Fair Clustering | Jun 19, 2019 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Addressing multiple metrics of group fairness in data-driven decision making | Mar 10, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Closing the Gender Wage Gap: Adversarial Fairness in Job Recommendation | Sep 20, 2022 | FairnessGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition | Jun 10, 2024 | Emotion RecognitionFairness | CodeCode Available | 0 | 5 |
| LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations | Nov 15, 2021 | FairnessPrediction | CodeCode Available | 0 | 5 |
| Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks | Aug 23, 2024 | AttributeDisentanglement | CodeCode Available | 0 | 5 |
| Balancing the Scales: Reinforcement Learning for Fair Classification | Jul 15, 2024 | ClassificationFairness | CodeCode Available | 0 | 5 |
| Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness | Jun 14, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand Hours | Dec 18, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Disparate Impact on Group Accuracy of Linearization for Private Inference | Feb 6, 2024 | FairnessPrivacy Preserving | CodeCode Available | 0 | 5 |
| DispaRisk: Auditing Fairness Through Usable Information | May 20, 2024 | BenchmarkingBias Detection | CodeCode Available | 0 | 5 |
| Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification | Aug 18, 2023 | FairnessNode Classification | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning | Mar 21, 2025 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Long-Term Fairness in Sequential Multi-Agent Selection with Positive Reinforcement | Jul 10, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Distinguishing rule- and exemplar-based generalization in learning systems | Oct 8, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 | 5 |
| Distraction is All You Need for Fairness | Mar 15, 2022 | AllClassification | CodeCode Available | 0 | 5 |
| Loss Balancing for Fair Supervised Learning | Nov 7, 2023 | Face RecognitionFairness | CodeCode Available | 0 | 5 |
| Low-Cost Algorithmic Recourse for Users With Uncertain Cost Functions | Nov 1, 2021 | Fairness | CodeCode Available | 0 | 5 |
| LTP-MMF: Towards Long-term Provider Max-min Fairness Under Recommendation Feedback Loops | Aug 11, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees | Jun 15, 2018 | ClassificationFairness | CodeCode Available | 0 | 5 |
