| CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement | Apr 9, 2023 | FairnessIncremental Learning | CodeCode Available | 0 | 5 |
| Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated Learning | Oct 9, 2024 | BenchmarkingFairness | CodeCode Available | 0 | 5 |
| Benchmarking Intersectional Biases in NLP | Jul 1, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Generalizing Fairness to Generative Language Models via Reformulation of Non-discrimination Criteria | Mar 13, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| DPER: Dynamic Programming for Exist-Random Stochastic SAT | May 19, 2022 | Bayesian InferenceFairness | CodeCode Available | 0 | 5 |
| DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? | Jun 22, 2021 | Deep LearningFairness | CodeCode Available | 0 | 5 |
| Benchmarking the Fairness of Image Upsampling Methods | Jan 24, 2024 | BenchmarkingDiversity | CodeCode Available | 0 | 5 |
| A General Approach for Computing a Consensus in Group Decision Making That Integrates Multiple Ethical Principles | Jan 15, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| On ADMM in Heterogeneous Federated Learning: Personalization, Robustness, and Fairness | Jul 23, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| On Baselines for Local Feature Attributions | Jan 4, 2021 | Fairness | CodeCode Available | 0 | 5 |
| On Causally Disentangled Representations | Dec 10, 2021 | DisentanglementFairness | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| One Fits All: Learning Fair Graph Neural Networks for Various Sensitive Attributes | Jun 19, 2024 | AllAttribute | CodeCode Available | 0 | 5 |
| One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks | Oct 14, 2024 | FairnessGSM8K | CodeCode Available | 0 | 5 |
| Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections | Jun 5, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs | Apr 7, 2025 | BenchmarkingFairness | CodeCode Available | 0 | 5 |
| Best Practices for Responsible Machine Learning in Credit Scoring | Sep 30, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| On Structural Explanation of Bias in Graph Neural Networks | Jun 24, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Better Algorithms for Individually Fair k-Clustering | Jun 23, 2021 | ClusteringFairness | CodeCode Available | 0 | 5 |
| On the Fairness ROAD: Robust Optimization for Adversarial Debiasing | Oct 27, 2023 | AttributeFairness | CodeCode Available | 0 | 5 |
| On the Impact of Multi-dimensional Local Differential Privacy on Fairness | Dec 7, 2023 | AttributeFairness | CodeCode Available | 0 | 5 |
| On the (im)possibility of fairness | Sep 23, 2016 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
