| A novel approach for Fair Principal Component Analysis based on eigendecomposition | Aug 24, 2022 | Dimensionality ReductionFairness | CodeCode Available | 0 | 5 |
| BSL: Understanding and Improving Softmax Loss for Recommendation | Dec 20, 2023 | Fairness | CodeCode Available | 0 | 5 |
| A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning | Feb 21, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Addictive Auctions: using lucky-draw and gambling addiction to increase participation during auctioning | Jun 7, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Equal Experience in Recommender Systems | Oct 12, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization | Dec 6, 2023 | FairnessStochastic Optimization | CodeCode Available | 0 | 5 |
| E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems | Apr 20, 2023 | DiversityFairness | 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 |
| Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML | Jun 15, 2023 | AutoMLDecision Making | 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 |
| Achieving Distributive Justice in Federated Learning via Uncertainty Quantification | Apr 22, 2025 | EthicsFairness | CodeCode Available | 0 | 5 |
| AequeVox: Automated Fairness Testing of Speech Recognition Systems | Oct 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation | Apr 8, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems | Jul 2, 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 |
| CAFIN: Centrality Aware Fairness inducing IN-processing for Unsupervised Representation Learning on Graphs | Apr 10, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Explaining Explanations: An Overview of Interpretability of Machine Learning | May 31, 2018 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks | Oct 10, 2024 | FairnessImage Captioning | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection | Nov 30, 2023 | Fairnessfeature selection | CodeCode Available | 0 | 5 |
| Calibrate to Interpret | Jul 7, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers | Jul 7, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Calibration for the (Computationally-Identifiable) Masses | Nov 22, 2017 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Achieving Counterfactual Fairness with Imperfect Structural Causal Model | Mar 26, 2023 | counterfactualCounterfactual Inference | 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 the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems | Feb 1, 2024 | Collaborative FilteringFairness | CodeCode Available | 0 | 5 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 | 5 |
| GANTouch: An Attack-Resilient Framework for Touch-based Continuous Authentication System | Oct 2, 2022 | FairnessGenerative Adversarial Network | 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 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Can Information Flows Suggest Targets for Interventions in Neural Circuits? | Nov 9, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| General Frameworks for Conditional Two-Sample Testing | Oct 22, 2024 | Domain AdaptationFairness | CodeCode Available | 0 | 5 |
| Generalized Disparate Impact for Configurable Fairness Solutions in ML | May 29, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Auditing for Spatial Fairness | Feb 23, 2023 | AttributeFairness | CodeCode Available | 0 | 5 |
| Auditing Fairness under Unobserved Confounding | Mar 18, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial | Jul 13, 2021 | FairnessInformativeness | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Auditing Fairness by Betting | May 27, 2023 | Fairnessvalid | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models | Aug 29, 2024 | Bias DetectionFairness | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Fair-SSL: Building fair ML Software with less data | Nov 3, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
