| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Exploring the Impact of Temporal Bias in Point-of-Interest Recommendation | Jul 23, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| fairmodels: A Flexible Tool For Bias Detection, Visualization, And Mitigation | Apr 1, 2021 | Bias DetectionFairness | 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 |
| EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning | Oct 2, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction | Jun 30, 2018 | FairnessManagement | CodeCode Available | 0 | 5 |
| Towards Energy-Aware Federated Learning on Battery-Powered Clients | Aug 9, 2022 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness | May 21, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making | May 10, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| DPER: Dynamic Programming for Exist-Random Stochastic SAT | May 19, 2022 | Bayesian InferenceFairness | CodeCode Available | 0 | 5 |
