| 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 |
| Enumerating Fair Packages for Group Recommendations | May 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods | Sep 25, 2024 | Binary ClassificationFairness | CodeCode Available | 0 | 5 |
| FACROC: a fairness measure for FAir Clustering through ROC curves | Mar 2, 2025 | AttributeClustering | CodeCode Available | 0 | 5 |
| FAHT: An Adaptive Fairness-aware Decision Tree Classifier | Jul 16, 2019 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Equal Improvability: A New Fairness Notion Considering the Long-term Impact | Oct 13, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Fair Active Learning | Jun 20, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification | Mar 15, 2023 | AttributeFairness | CodeCode Available | 0 | 5 |
| Bayes-Optimal Classifiers under Group Fairness | Feb 20, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction | Jun 30, 2018 | FairnessManagement | CodeCode Available | 0 | 5 |
| Estimating the Hessian Matrix of Ranking Objectives for Stochastic Learning to Rank with Gradient Boosted Trees | Apr 18, 2024 | FairnessLearning-To-Rank | CodeCode Available | 0 | 5 |
| FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret | Apr 3, 2020 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization | Jun 11, 2020 | Dimensionality ReductionFairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Fair and Welfare-Efficient Constrained Multi-matchings under Uncertainty | Nov 4, 2024 | FairnessStochastic Optimization | CodeCode Available | 0 | 5 |
| Algorithms and Learning for Fair Portfolio Design | Jun 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions | May 12, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Fair Clustering: A Causal Perspective | Dec 14, 2023 | ClusteringDecision Making | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Automatic Feature Fairness in Recommendation via Adversaries | Sep 27, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Benchmarking Intersectional Biases in NLP | Jul 1, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite Imagery | Nov 16, 2022 | AttributeContrastive Learning | CodeCode Available | 0 | 5 |
| Benchmarking the Fairness of Image Upsampling Methods | Jan 24, 2024 | BenchmarkingDiversity | CodeCode Available | 0 | 5 |
| Achieving Equalized Odds by Resampling Sensitive Attributes | Jun 8, 2020 | AttributeFairness | CodeCode Available | 0 | 5 |
| FairDeFace: Evaluating the Fairness and Adversarial Robustness of Face Obfuscation Methods | Mar 11, 2025 | Adversarial RobustnessFace Detection | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| ABCinML: Anticipatory Bias Correction in Machine Learning Applications | Jun 14, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Best Practices for Responsible Machine Learning in Credit Scoring | Sep 30, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing | Jan 10, 2022 | FairnessGraph Representation Learning | CodeCode Available | 0 | 5 |
| FairEM360: A Suite for Responsible Entity Matching | Apr 10, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Fair Enough: Searching for Sufficient Measures of Fairness | Oct 25, 2021 | Fairness | 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 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
| An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognition | Sep 2, 2023 | AnatomyBinary Classification | CodeCode Available | 0 | 5 |
| F3: Fair and Federated Face Attribute Classification with Heterogeneous Data | Sep 6, 2021 | AttributeClassification | CodeCode Available | 0 | 5 |
| Algorithmic Fairness Verification with Graphical Models | Sep 20, 2021 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| FairFML: Fair Federated Machine Learning with a Case Study on Reducing Gender Disparities in Cardiac Arrest Outcome Prediction | Oct 7, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Analyzing the Effect of Sampling in GNNs on Individual Fairness | Sep 8, 2022 | FairnessGraph Neural Network | CodeCode Available | 0 | 5 |
| Automated Directed Fairness Testing | Jul 2, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | Aug 22, 2019 | Data ValuationFairness | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
