| Bounding the fairness and accuracy of classifiers from population statistics | Jan 1, 2020 | Fairness | CodeCode Available | 0 |
| KVC-onGoing: Keystroke Verification Challenge | Dec 29, 2024 | Fairness | CodeCode Available | 0 |
| DiffusionWorldViewer: Exposing and Broadening the Worldview Reflected by Generative Text-to-Image Models | Sep 18, 2023 | Fairness | CodeCode Available | 0 |
| Understanding Fairness Surrogate Functions in Algorithmic Fairness | Oct 17, 2023 | Fairness | CodeCode Available | 0 |
| Stochastic Differentially Private and Fair Learning | Oct 17, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm | Jun 12, 2024 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Bounding and Approximating Intersectional Fairness through Marginal Fairness | Jun 12, 2022 | DescriptiveFairness | CodeCode Available | 0 |
| Language Fairness in Multilingual Information Retrieval | May 2, 2024 | FairnessInformation Retrieval | CodeCode Available | 0 |
| Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain | Jun 10, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| When Prompting Fails to Sway: Inertia in Moral and Value Judgments of Large Language Models | Aug 16, 2024 | DiagnosticDiversity | CodeCode Available | 0 |
| Why Don't Prompt-Based Fairness Metrics Correlate? | Jun 9, 2024 | Fairness | CodeCode Available | 0 |
| LaPLACE: Probabilistic Local Model-Agnostic Causal Explanations | Oct 1, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information Alignment | Apr 11, 2024 | AttributeFairness | CodeCode Available | 0 |
| The more the merrier: logical and multistage processors in credit scoring | Mar 31, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| Attacks on fairness in Federated Learning | Nov 21, 2023 | AttributeBackdoor Attack | CodeCode Available | 0 |
| Achievable Fairness on Your Data With Utility Guarantees | Feb 27, 2024 | Fairness | CodeCode Available | 0 |
| Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility | Jul 11, 2022 | Face RecognitionFairness | CodeCode Available | 0 |
| Adaptive Data Debiasing through Bounded Exploration | Oct 25, 2021 | Fairness | CodeCode Available | 0 |
| Understanding Instance-Level Impact of Fairness Constraints | Jun 30, 2022 | Fairness | CodeCode Available | 0 |
| Stochastic Perturbations of Tabular Features for Non-Deterministic Inference with Automunge | Feb 18, 2022 | Fairness | CodeCode Available | 0 |
| Peer-induced Fairness: A Causal Approach for Algorithmic Fairness Auditing | Aug 5, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks | Apr 8, 2023 | FairnessOpen-Ended Question Answering | CodeCode Available | 0 |
| Towards Fair In-Context Learning with Tabular Foundation Models | May 14, 2025 | FairnessIn-Context Learning | CodeCode Available | 0 |
| Disparate Vulnerability to Membership Inference Attacks | Jun 2, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Fair Densities via Boosting the Sufficient Statistics of Exponential Families | Dec 1, 2020 | Fairness | CodeCode Available | 0 |
