| SureMap: Simultaneous Mean Estimation for Single-Task and Multi-Task Disaggregated Evaluation | Nov 14, 2024 | Fairness | CodeCode Available | 0 |
| The Role of Relevance in Fair Ranking | May 9, 2023 | FairnessInformation Retrieval | CodeCode Available | 0 |
| Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking | Jun 15, 2022 | ArticlesFairness | CodeCode Available | 0 |
| Fairness in Ranking under Disparate Uncertainty | Sep 4, 2023 | Fairness | CodeCode Available | 0 |
| Fair Ranking with Noisy Protected Attributes | Nov 30, 2022 | FairnessInformation Retrieval | CodeCode Available | 0 |
| A Stochastic Optimization Framework for Private and Fair Learning From Decentralized Data | Nov 12, 2024 | FairnessFederated Learning | CodeCode Available | 0 |
| Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference | Feb 23, 2023 | Attributecounterfactual | CodeCode Available | 0 |
| Fair Reciprocal Recommendation in Matching Markets | Sep 1, 2024 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach | May 2, 2024 | AttributeFairness | CodeCode Available | 0 |
| Counterfactual Situation Testing: From Single to Multidimensional Discrimination | Feb 3, 2025 | Attributecounterfactual | CodeCode Available | 0 |
| Fair Regression for Health Care Spending | Jan 28, 2019 | Fairnessregression | CodeCode Available | 0 |
| Counterfactual Risk Assessments, Evaluation, and Fairness | Aug 30, 2019 | counterfactualDecision Making | CodeCode Available | 0 |
| LLpowershap: Logistic Loss-based Automated Shapley Values Feature Selection Method | Jan 23, 2024 | BenchmarkingFairness | CodeCode Available | 0 |
| Local Causal Discovery for Structural Evidence of Direct Discrimination | May 23, 2024 | Causal DiscoveryDecision Making | CodeCode Available | 0 |
| Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing Systems | Mar 25, 2023 | FairnessVocal Bursts Valence Prediction | CodeCode Available | 0 |
| (Local) Differential Privacy has NO Disparate Impact on Fairness | Apr 25, 2023 | AttributeFairness | CodeCode Available | 0 |
| The Sem-Lex Benchmark: Modeling ASL Signs and Their Phonemes | Sep 30, 2023 | FairnessSign Language Recognition | CodeCode Available | 0 |
| Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks | Sep 1, 2021 | AllFairness | CodeCode Available | 0 |
| Fair Representation Learning for Heterogeneous Information Networks | Apr 18, 2021 | FairnessRepresentation Learning | CodeCode Available | 0 |
| Localized Adaptive Risk Control | May 13, 2024 | ARCFairness | CodeCode Available | 0 |
| Optimizing Generalized Rate Metrics with Three Players | Dec 1, 2019 | Fairness | CodeCode Available | 0 |
| Optimizing Group-Fair Plackett-Luce Ranking Models for Relevance and Ex-Post Fairness | Aug 25, 2023 | FairnessLearning-To-Rank | CodeCode Available | 0 |
| Locating disparities in machine learning | Aug 13, 2022 | AttributeFairness | CodeCode Available | 0 |
| The Sensitivity of Counterfactual Fairness to Unmeasured Confounding | Jul 1, 2019 | counterfactualFairness | CodeCode Available | 0 |
| Logic Gate Neural Networks are Good for Verification | May 26, 2025 | Fairness | CodeCode Available | 0 |
