| Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability | Apr 24, 2021 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach | Mar 6, 2023 | AttributeFairness | CodeCode Available | 0 | 5 |
| Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer | Nov 17, 2017 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate | Sep 7, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Chasing Fairness in Graphs: A GNN Architecture Perspective | Dec 19, 2023 | AttributeContrastive Learning | CodeCode Available | 0 | 5 |
| Efficient Estimation of Shortest-Path Distance Distributions to Samples in Graphs | Feb 21, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Characterizing the risk of fairwashing | Jun 14, 2021 | 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 |
| Beyond Models! Explainable Data Valuation and Metric Adaption for Recommendation | Feb 12, 2025 | Data ValuationFairness | 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 |
| A Confidence-Based Approach for Balancing Fairness and Accuracy | Jan 21, 2016 | Fairness | CodeCode Available | 0 | 5 |
| Probabilistic Verification of Neural Networks using Branch and Bound | May 27, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Beyond Parity: Fairness Objectives for Collaborative Filtering | May 24, 2017 | Collaborative FilteringFairness | CodeCode Available | 0 | 5 |
| Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques | Jan 10, 2019 | FairnessMachine Translation | CodeCode Available | 0 | 5 |
| Impossibility theorems involving weakenings of expansion consistency and resoluteness in voting | Aug 14, 2022 | Fairness | CodeCode Available | 0 | 5 |
| ProFairRec: Provider Fairness-aware News Recommendation | Apr 10, 2022 | ArticlesFairness | CodeCode Available | 0 | 5 |
| Estimating and Improving Fairness with Adversarial Learning | Mar 7, 2021 | Deep LearningFairness | CodeCode Available | 0 | 5 |
| Evaluating Blocking Biases in Entity Matching | Sep 24, 2024 | BlockingData Integration | CodeCode Available | 0 | 5 |
| E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems | Apr 20, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| Policy Learning with Observational Data | Feb 9, 2017 | FairnessForm | CodeCode Available | 0 | 5 |
| Enumerating Fair Packages for Group Recommendations | May 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| EqGNN: Equalized Node Opportunity in Graphs | Aug 19, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| Characterizing Fairness Over the Set of Good Models Under Selective Labels | Jan 2, 2021 | 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 |
| Prototype Based Classification from Hierarchy to Fairness | May 27, 2022 | ClassificationFairness | CodeCode Available | 0 | 5 |
| Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems | Jul 2, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks | Apr 9, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
| Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities | Feb 2, 2024 | Data AugmentationFairness | 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 |
| Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning | Jun 10, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics | Jun 28, 2021 | Fairness | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Are the confidence scores of reviewers consistent with the review content? Evidence from top conference proceedings in AI | May 21, 2025 | Deep LearningFairness | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| A Distributed Fair Machine Learning Framework with Private Demographic Data Protection | Sep 17, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Ranking with Long-Term Constraints | Jul 10, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Equal Experience in Recommender Systems | Oct 12, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems | Oct 16, 2023 | FairnessQuestion Answering | 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 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 | 5 |
| Achieving Model Fairness in Vertical Federated Learning | Sep 17, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making | Dec 8, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
