| Provider Fairness and Beyond-Accuracy Trade-offs in Recommender Systems | Sep 8, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Improving Fair Predictions Using Variational Inference In Causal Models | Aug 25, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Providing Previously Unseen Users Fair Recommendations Using Variational Autoencoders | Aug 29, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization | Nov 16, 2024 | Bayesian OptimizationFairness | CodeCode Available | 0 |
| Differentially Private Fair Binary Classifications | Feb 23, 2024 | Binary ClassificationFairness | CodeCode Available | 0 |
| Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection | Dec 4, 2023 | Data AugmentationFairness | CodeCode Available | 0 |
| Developing a novel fair-loan-predictor through a multi-sensitive debiasing pipeline: DualFair | Oct 17, 2021 | Fairness | CodeCode Available | 0 |
| Multi-Criteria Dimensionality Reduction with Applications to Fairness | Feb 28, 2019 | Dimensionality ReductionFairness | CodeCode Available | 0 |
| Verifying Fairness in Quantum Machine Learning | Jul 22, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Designing Equitable Algorithms | Feb 17, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Addictive Auctions: using lucky-draw and gambling addiction to increase participation during auctioning | Jun 7, 2019 | Fairness | CodeCode Available | 0 |
| Improving LIME Robustness with Smarter Locality Sampling | Jun 22, 2020 | FairnessGenerative Adversarial Network | CodeCode Available | 0 |
| Data preprocessing to mitigate bias: A maximum entropy based approach | Jun 5, 2019 | Fairness | CodeCode Available | 0 |
| Designing Closed Human-in-the-loop Deferral Pipelines | Feb 9, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Towards Automatic Bias Detection in Knowledge Graphs | Sep 19, 2021 | Bias DetectionFairness | CodeCode Available | 0 |
| Improving Minimax Group Fairness in Sequential Recommendation | Jan 30, 2025 | FairnessSequential Recommendation | CodeCode Available | 0 |
| Denoising individual bias for a fairer binary submatrix detection | Jul 31, 2020 | AttributeClustering | CodeCode Available | 0 |
| Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and Relevance | May 28, 2024 | Exposure FairnessFairness | CodeCode Available | 0 |
| PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning | Jul 21, 2024 | FairnessFederated Learning | CodeCode Available | 0 |
| FAIRE: Assessing Racial and Gender Bias in AI-Driven Resume Evaluations | Apr 2, 2025 | Fairness | CodeCode Available | 0 |
| FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing | Jan 10, 2022 | FairnessGraph Representation Learning | CodeCode Available | 0 |
| Probabilistic Verification of Fairness Properties via Concentration | Dec 2, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| FaiREE: Fair Classification with Finite-Sample and Distribution-Free Guarantee | Nov 28, 2022 | Fairness | CodeCode Available | 0 |
| Exploring the Jungle of Bias: Political Bias Attribution in Language Models via Dependency Analysis | Nov 15, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| FairEM360: A Suite for Responsible Entity Matching | Apr 10, 2024 | Fairness | CodeCode Available | 0 |
